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href="https://pmc.ncbi.nlm.nih.gov/articles/PMC11980903/" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=0&amp;d=14777539729699644463&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="LyT44hZeFM0J"><span class="gs_ctg2">[HTML]</span> nih.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="LyT44hZeFM0J" href="https://www.nature.com/articles/s41579-023-00984-1" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=0&amp;d=14777539729699644463&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="LyT44hZeFM0J"><b>Machine learning </b>for microbiologists</a></h3><div class="gs_a"><a href="/citations?user=ZbRfesUAAAAJ&amp;hl=en&amp;oi=sra">F Asnicar</a>, <a href="/citations?user=dMThjQ8AAAAJ&amp;hl=en&amp;oi=sra">AM Thomas</a>, <a href="/citations?user=IIXgkLoAAAAJ&amp;hl=en&amp;oi=sra">A Passerini</a>…&nbsp;- Nature Reviews&nbsp;…, 2024 - nature.com</div><div class="gs_rs">… how to evaluate a <b>machine</b> <b>learning</b> model and how … <b>machine</b> <b>learning</b>-based work. 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topics presented in this work will allow microbiologists to grasp the potential of <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14777539729699644463&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 182</a> <a href="/scholar?q=related:LyT44hZeFM0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14777539729699644463&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="lJ2mAwpXIscJ" data-did="lJ2mAwpXIscJ" data-lid="" data-aid="lJ2mAwpXIscJ" data-rp="1"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2666523923001575" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=1&amp;d=14349127063278362004&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="lJ2mAwpXIscJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="lJ2mAwpXIscJ" href="https://www.sciencedirect.com/science/article/pii/S2666523923001575" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=1&amp;d=14349127063278362004&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="lJ2mAwpXIscJ">Scope of <b>machine learning </b>in materials research—A review</a></h3><div class="gs_a"><a href="/citations?user=1uAVrsMAAAAJ&amp;hl=en&amp;oi=sra">MH Mobarak</a>, <a href="/citations?user=-TJGbFQAAAAJ&amp;hl=en&amp;oi=sra">MA Mimona</a>, <a href="/citations?user=lqylREgAAAAJ&amp;hl=en&amp;oi=sra">MA Islam</a>, <a href="/citations?user=4-NB4KAAAAAJ&amp;hl=en&amp;oi=sra">N Hossain</a>…&nbsp;- Applied Surface Science&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">This comprehensive review investigates the multifaceted applications of <b>machine</b> <b>learning</b> in <br>
materials research across six key dimensions, redefining the field's boundaries. It explains …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14349127063278362004&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 142</a> <a href="/scholar?q=related:lJ2mAwpXIscJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14349127063278362004&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="edeZiL4W-cMJ" data-did="edeZiL4W-cMJ" data-lid="" data-aid="edeZiL4W-cMJ" data-rp="2"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://papers.ssrn.com/sol3/Delivery.cfm?abstractid=4458723" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=2&amp;d=14121343114188281721&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="edeZiL4W-cMJ"><span class="gs_ctg2">[PDF]</span> ssrn.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="edeZiL4W-cMJ" href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4458723" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=2&amp;d=14121343114188281721&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="edeZiL4W-cMJ"><b>Machine learning </b>and deep <b>learning</b>: A review of methods and applications</a></h3><div class="gs_a">K Sharifani, M Amini&nbsp;- World Information Technology and&nbsp;…, 2023 - papers.ssrn.com</div><div class="gs_rs">… <b>machine</b> <b>learning</b> and deep <b>learning</b>, their differences, applications, and their impact on various <br>
industries. <b>Machine</b> <b>learning</b> and deep <b>learning</b> … of <b>machine</b> <b>learning</b> and deep <b>learning</b>, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14121343114188281721&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 674</a> <a href="/scholar?q=related:edeZiL4W-cMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14121343114188281721&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:edeZiL4W-cMJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="gUoVCWuQbkcJ" data-did="gUoVCWuQbkcJ" data-lid="" data-aid="gUoVCWuQbkcJ" data-rp="3"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://par.nsf.gov/servlets/purl/10418406" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=3&amp;d=5147210213519346305&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="gUoVCWuQbkcJ"><span class="gs_ctg2">[PDF]</span> nsf.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="gUoVCWuQbkcJ" href="https://par.nsf.gov/servlets/purl/10418406" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=3&amp;d=5147210213519346305&amp;ei=NmHkaPqMN52qieoPz8OP6Qo" data-clk-atid="gUoVCWuQbkcJ">International conference on <b>machine learning</b></a></h3><div class="gs_a">W Li, C Wang, G Cheng, Q Song&nbsp;- Transactions on <b>machine learning</b>&nbsp;…, 2023 - par.nsf.gov</div><div class="gs_rs">In this paper, we make the key delineation on the roles of resolution and statistical uncertainty <br>
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Try again later.</div><div id="gs_md_s"></div><div data-h="0" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_cit" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_cit-t" data-cid="gs_citd" data-wfc="gs_cit-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_cit-x" role="button" aria-label="Cancel" data-mdx="gs_cit" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gs_cit-t" class="gs_md_hdr_t">Cite</h2><div class="gs_md_hdr_b"></div></div><div id="gs_cit-bdy" class="gs_md_bdy"><style>#gs_cit{width:520px;max-width:80%;}.gs_el_ph #gs_cit{width:100%;max-width:100%;}#gs_citt table{width:100%;margin-top:-8px;}#gs_citt td,#gs_citt th{vertical-align:top;padding:8px 0;}#gs_citt th{text-align:right;font-weight:normal;color:#777;padding-right:16px;white-space:nowrap;-webkit-user-select:none;user-select:none;}#gs_citi{margin:16px 0 0 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class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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… <b>machine</b> <b>learning</b> (HITL-ML) (Munro 2020). The idea is not only to make <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14635151049729248472&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 865</a> <a href="/scholar?q=related:2AxM4VaAGssJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14635151049729248472&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Kj28UAjU4zYJ" data-did="Kj28UAjU4zYJ" data-lid="" data-aid="Kj28UAjU4zYJ" data-rp="11"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Kj28UAjU4zYJ" href="https://www.sciencedirect.com/science/article/pii/S0378775324002234" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=11&amp;d=3955238029940768042&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="Kj28UAjU4zYJ"><b>Machine learning </b>for battery systems applications: Progress, challenges, and opportunities</a></h3><div class="gs_a"><a href="/citations?user=ei9_wZMAAAAJ&amp;hl=en&amp;oi=sra">Z Nozarijouybari</a>, <a href="/citations?user=Fhll23AAAAAJ&amp;hl=en&amp;oi=sra">HK Fathy</a>&nbsp;- Journal of Power Sources, 2024 - Elsevier</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> has emerged as a transformative force … <b>Machine</b> <b>learning</b> excels in its <br>
ability to identify and capture … rich existing literature on battery <b>machine</b> <b>learning</b> into a structured …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3955238029940768042&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 77</a> <a href="/scholar?q=related:Kj28UAjU4zYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3955238029940768042&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="zvluJjI4v2cJ" data-did="zvluJjI4v2cJ" data-lid="" data-aid="zvluJjI4v2cJ" data-rp="12"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.repository.cam.ac.uk/bitstreams/21b3addd-ba8b-4c9c-bc46-6e45ba8cca6a/download" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=12&amp;d=7475755694502640078&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="zvluJjI4v2cJ"><span class="gs_ctg2">[DOC]</span> cam.ac.uk</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="zvluJjI4v2cJ" href="https://www.nature.com/articles/s41565-022-01284-0" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=12&amp;d=7475755694502640078&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="zvluJjI4v2cJ"><b>Machine learning </b>for nanoplasmonics</a></h3><div class="gs_a"><a href="/citations?user=ENzuD4gAAAAJ&amp;hl=en&amp;oi=sra">JF Masson</a>, <a href="/citations?user=J5TlRyEAAAAJ&amp;hl=en&amp;oi=sra">JS Biggins</a>, <a href="/citations?user=05E4Sz8AAAAJ&amp;hl=en&amp;oi=sra">E Ringe</a>&nbsp;- Nature Nanotechnology, 2023 - nature.com</div><div class="gs_rs">… These complex datasets and trial-and-error practices make nanoplasmonics research ripe <br>
for the application of <b>machine</b> <b>learning</b> (ML) and advanced data processing methods. ML …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7475755694502640078&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 106</a> <a href="/scholar?q=related:zvluJjI4v2cJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7475755694502640078&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="gub-UauHNysJ" data-did="gub-UauHNysJ" data-lid="" data-aid="gub-UauHNysJ" data-rp="13"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ieeexplore.ieee.org/iel7/6287639/6514899/10081336.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=13&amp;d=3114106837234804354&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="gub-UauHNysJ"><span class="gs_ctg2">[PDF]</span> ieee.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="gub-UauHNysJ" href="https://ieeexplore.ieee.org/abstract/document/10081336/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=13&amp;d=3114106837234804354&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="gub-UauHNysJ"><b>Machine learning </b>operations (mlops): Overview, definition, and architecture</a></h3><div class="gs_a">D Kreuzberger, <a href="/citations?user=79KpdDQAAAAJ&amp;hl=en&amp;oi=sra">N Kühl</a>, S Hirschl&nbsp;- IEEE access, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… ABSTRACT The final goal of all industrial <b>machine</b> <b>learning</b> (ML) projects is to develop <br>
ML … The paradigm of <b>Machine</b> <b>Learning</b> Operations (MLOps) addresses this issue. MLOps …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3114106837234804354&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 775</a> <a href="/scholar?q=related:gub-UauHNysJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3114106837234804354&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 12 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="2TLs2Ww7YwYJ" data-did="2TLs2Ww7YwYJ" data-lid="" data-aid="2TLs2Ww7YwYJ" data-rp="14"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://papers.ssrn.com/sol3/Delivery.cfm?abstractid=4331902" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=14&amp;d=460276925620564697&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="2TLs2Ww7YwYJ"><span class="gs_ctg2">[PDF]</span> ssrn.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="2TLs2Ww7YwYJ" href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4331902" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=14&amp;d=460276925620564697&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="2TLs2Ww7YwYJ">Agricultural databases evaluation with <b>machine learning </b>procedure</a></h3><div class="gs_a">M Amini, <a href="/citations?user=BZUUDagAAAAJ&amp;hl=en&amp;oi=sra">A Rahmani</a>&nbsp;- …&nbsp;Journal of Engineering and Applied Science, 2023 - papers.ssrn.com</div><div class="gs_rs">… <b>machine</b> <b>learning</b> techniques to agricultural databases. W e have designed and implemented <br>
a <b>machine</b> <b>learning</b> … dataset using a variety of <b>machine</b> <b>learning</b> schemes, and has several …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=460276925620564697&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 158</a> <a href="/scholar?q=related:2TLs2Ww7YwYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:2TLs2Ww7YwYJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="lbyqzNJY1cIJ" data-did="lbyqzNJY1cIJ" data-lid="" data-aid="lbyqzNJY1cIJ" data-rp="15"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.nature.com/articles/s41524-023-01000-z.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=15&amp;d=14039225075797507221&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="lbyqzNJY1cIJ"><span class="gs_ctg2">[PDF]</span> nature.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="lbyqzNJY1cIJ" href="https://www.nature.com/articles/s41524-023-01000-z" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=15&amp;d=14039225075797507221&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="lbyqzNJY1cIJ">Small data <b>machine learning </b>in materials science</a></h3><div class="gs_a">P Xu, X Ji, M Li, W Lu&nbsp;- npj Computational Materials, 2023 - nature.com</div><div class="gs_rs">… Then, the workflow of materials <b>machine</b> <b>learning</b> has been introduced. Next, the … <b>learning</b> <br>
from the algorithm level; active <b>learning</b> and transfer <b>learning</b> from the <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14039225075797507221&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 459</a> <a href="/scholar?q=related:lbyqzNJY1cIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14039225075797507221&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="gn-hqK2yUqEJ" data-did="gn-hqK2yUqEJ" data-lid="" data-aid="gn-hqK2yUqEJ" data-rp="16"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.academia.edu/download/103844772/1609.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=16&amp;d=11624550047124914050&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="gn-hqK2yUqEJ"><span class="gs_ctg2">[PDF]</span> academia.edu</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="gn-hqK2yUqEJ" href="https://www.academia.edu/download/103844772/1609.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=16&amp;d=11624550047124914050&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="gn-hqK2yUqEJ"><b>Machine learning </b>in cybersecurity: Techniques and challenges</a></h3><div class="gs_a"><a href="/citations?user=hWhIZT4AAAAJ&amp;hl=en&amp;oi=sra">J Bharadiya</a>&nbsp;- European Journal of Technology, 2023 - academia.edu</div><div class="gs_rs">… , and security concerns with <b>machine</b> <b>learning</b> techniques themselves are all covered in this <br>
… a <b>machine</b><b>learning</b> model using supervised <b>learning</b> algorithms. <b>Machine</b> <b>learning</b> models …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11624550047124914050&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 164</a> <a href="/scholar?q=related:gn-hqK2yUqEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:gn-hqK2yUqEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="SJtT9G_GgBgJ" data-did="SJtT9G_GgBgJ" data-lid="" data-aid="SJtT9G_GgBgJ" data-rp="17"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[BOOK]</span><span class="gs_ct2">[B]</span></span> <a id="SJtT9G_GgBgJ" href="https://books.google.com/books?hl=en&amp;lr=&amp;id=p8TIEAAAQBAJ&amp;oi=fnd&amp;pg=PR11&amp;dq=machine+learning&amp;ots=nOhellngGB&amp;sig=NcVwQ21ucTjetl9MJa9y0lOjMk8" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=17&amp;d=1765629238072023880&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="SJtT9G_GgBgJ">Mathematical analysis of <b>machine learning </b>algorithms</a></h3><div class="gs_a"><a href="/citations?user=LurWtuYAAAAJ&amp;hl=en&amp;oi=sra">T Zhang</a> - 2023 - books.google.com</div><div class="gs_rs">… of achieving the capability of human decision-making by <b>learning</b> from past experience. It is <br>
an … successful <b>machine</b> <b>learning</b> algorithms, to the degree that <b>machine</b> <b>learning</b> has become …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1765629238072023880&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 104</a> <a href="/scholar?q=related:SJtT9G_GgBgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1765629238072023880&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="/scholar?output=instlink&amp;q=info:SJtT9G_GgBgJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=7852872645340274622&amp;oi=llo" class="gs_or_nvi">Library Search</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="WCN23nkhEZQJ" data-did="WCN23nkhEZQJ" data-lid="" data-aid="WCN23nkhEZQJ" data-rp="18"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ora.ox.ac.uk/objects/uuid:425a0032-025d-4e47-89bc-51a829cdccf8/files/s41687k46w" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=18&amp;d=10669345799524459352&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="WCN23nkhEZQJ"><span class="gs_ctg2">[PDF]</span> ox.ac.uk</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="WCN23nkhEZQJ" href="https://www.nature.com/articles/s41558-024-02095-y" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=18&amp;d=10669345799524459352&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="WCN23nkhEZQJ">Pushing the frontiers in climate modelling and analysis with <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=Y3i87foAAAAJ&amp;hl=en&amp;oi=sra">V Eyring</a>, <a href="/citations?user=KOnzNo4AAAAJ&amp;hl=en&amp;oi=sra">WD Collins</a>, <a href="/citations?user=1KXRphAAAAAJ&amp;hl=en&amp;oi=sra">P Gentine</a>, <a href="/citations?user=zs-BY1sAAAAJ&amp;hl=en&amp;oi=sra">EA Barnes</a>…&nbsp;- Nature Climate&nbsp;…, 2024 - nature.com</div><div class="gs_rs">… of <b>machine</b> <b>learning</b> beyond state-of-the-art approaches, not only by developing <b>machine</b>-<b>learning</b>-… <br>
Utilizing this potential requires key <b>machine</b> <b>learning</b> challenges to be addressed, in …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10669345799524459352&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 121</a> <a href="/scholar?q=related:WCN23nkhEZQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10669345799524459352&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 14 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="3FRbIb43tEEJ" data-did="3FRbIb43tEEJ" data-lid="" data-aid="3FRbIb43tEEJ" data-rp="19"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="3FRbIb43tEEJ" href="https://books.google.com/books?hl=en&amp;lr=&amp;id=4-x0EQAAQBAJ&amp;oi=fnd&amp;pg=PA125&amp;dq=machine+learning&amp;ots=At-bWaqWDU&amp;sig=NWzAHGj-OaDa67SHBpOINlq0Vms" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=19&amp;d=4734470398016181468&amp;ei=PWHkaMCTD9TZzwLty7vgBQ" data-clk-atid="3FRbIb43tEEJ">of <b>Machine Learning </b>Techniques</a></h3><div class="gs_a">V Sutaria, A Jain&nbsp;- Intelligent Strategies for ICT: Proceedings of&nbsp;…, 2025 - books.google.com</div><div class="gs_rs">… For stress detection, this review describes the process, merits, and demerits of existing <br>
<b>Machine</b> <b>Learning</b> (ML)-centric models. 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="/citations?user=G8YKH2sAAAAJ&amp;hl=en&amp;oi=sra">F Lidon</a>, <a href="/citations?user=6g91ZzUAAAAJ&amp;hl=en&amp;oi=sra">J Barata</a>&nbsp;- Agronomy, 2023 - mdpi.com</div><div class="gs_rs">… of <b>Machine</b> <b>Learning</b> in agriculture. 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… By analyzing good examples on supervised <b>learning</b> and reference modeling paradigms, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8932043763983512050&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 386</a> <a href="/scholar?q=related:8vF6tnr-9HsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8932043763983512050&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Z72i-dsUWjQJ" data-did="Z72i-dsUWjQJ" data-lid="" data-aid="Z72i-dsUWjQJ" data-rp="22"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC10846090/pdf/nihms-1963139.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=22&amp;d=3772350572894797159&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="Z72i-dsUWjQJ"><span class="gs_ctg2">[PDF]</span> nih.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Z72i-dsUWjQJ" href="https://pubs.acs.org/doi/abs/10.1021/acs.jpcb.3c06662" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=22&amp;d=3772350572894797159&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="Z72i-dsUWjQJ">OpenMM 8: molecular dynamics simulation with <b>machine learning </b>potentials</a></h3><div class="gs_a">P Eastman, <a href="/citations?user=Hh8_deUAAAAJ&amp;hl=en&amp;oi=sra">R Galvelis</a>, <a href="/citations?user=PSmxj00AAAAJ&amp;hl=en&amp;oi=sra">RP Peláez</a>…&nbsp;- The Journal of&nbsp;…, 2023 - ACS Publications</div><div class="gs_rs"><b>Machine</b> <b>learning</b> plays an important and growing role in … support the use of <b>machine</b> <b>learning</b> <br>
potentials. Arbitrary PyTorch … it practical to use <b>machine</b> <b>learning</b> to improve the accuracy …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3772350572894797159&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 274</a> <a href="/scholar?q=related:Z72i-dsUWjQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3772350572894797159&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 12 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="iLLWNVMX7ooJ" data-did="iLLWNVMX7ooJ" data-lid="" data-aid="iLLWNVMX7ooJ" data-rp="23"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://centuryscipub.com/index.php/jtpes/article/download/386/328" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=23&amp;d=10010964667844178568&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="iLLWNVMX7ooJ"><span class="gs_ctg2">[PDF]</span> centuryscipub.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="iLLWNVMX7ooJ" href="https://centuryscipub.com/index.php/jtpes/article/view/386" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=23&amp;d=10010964667844178568&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="iLLWNVMX7ooJ">Research on <b>machine learning </b>with algorithms and development</a></h3><div class="gs_a">L Yu, X Zhao, J Huang, H Hu…&nbsp;- Journal of Theory and&nbsp;…, 2023 - centuryscipub.com</div><div class="gs_rs">… This study provides a relatively systematic introduction to <b>machine</b> <b>learning</b>. Firstly, it … of <br>
<b>machine</b> <b>learning</b>, and then focuses on the analysis of classical algorithms in <b>machine</b> <b>learning</b>. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10010964667844178568&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 43</a> <a href="/scholar?q=related:iLLWNVMX7ooJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:iLLWNVMX7ooJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Iu9PFXGhS6gJ" data-did="Iu9PFXGhS6gJ" data-lid="" data-aid="Iu9PFXGhS6gJ" data-rp="24"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.nature.com/articles/s41578-022-00490-5.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=24&amp;d=12126963928686128930&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="Iu9PFXGhS6gJ"><span class="gs_ctg2">[PDF]</span> nature.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Iu9PFXGhS6gJ" href="https://www.nature.com/articles/s41578-022-00490-5" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=24&amp;d=12126963928686128930&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="Iu9PFXGhS6gJ"><b>Machine learning </b>for a sustainable energy future</a></h3><div class="gs_a"><a href="/citations?user=ENT6CEkAAAAJ&amp;hl=en&amp;oi=sra">Z Yao</a>, <a href="/citations?user=fn6LRNgAAAAJ&amp;hl=en&amp;oi=sra">Y Lum</a>, <a href="/citations?user=pJpK57IAAAAJ&amp;hl=en&amp;oi=sra">A Johnston</a>, <a href="/citations?user=1QcCZFAAAAAJ&amp;hl=en&amp;oi=sra">LM Mejia-Mendoza</a>…&nbsp;- Nature Reviews&nbsp;…, 2023 - nature.com</div><div class="gs_rs">… Here we explore the extent to which <b>machine</b> <b>learning</b> (ML) techniques can help to address <br>
many of these challenges 8,9,10 . ML models can be used to predict specific properties of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12126963928686128930&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 393</a> <a href="/scholar?q=related:Iu9PFXGhS6gJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12126963928686128930&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 15 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="dov0CeJe_r0J" data-did="dov0CeJe_r0J" data-lid="" data-aid="dov0CeJe_r0J" data-rp="25"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s10639-022-11416-7.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=25&amp;d=13690484242175527798&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="dov0CeJe_r0J"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="dov0CeJe_r0J" href="https://link.springer.com/article/10.1007/s10639-022-11416-7" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=25&amp;d=13690484242175527798&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="dov0CeJe_r0J">A systematic review of teaching and <b>learning machine learning </b>in K-12 education</a></h3><div class="gs_a"><a href="/citations?user=Sn3qWrcAAAAJ&amp;hl=en&amp;oi=sra">IT Sanusi</a>, <a href="/citations?user=6TeCI0wAAAAJ&amp;hl=en&amp;oi=sra">SS Oyelere</a>, <a href="/citations?user=5HxSm_wAAAAJ&amp;hl=en&amp;oi=sra">H Vartiainen</a>, <a href="/citations?user=gwFUQ4QAAAAJ&amp;hl=en&amp;oi=sra">J Suhonen</a>…&nbsp;- Education and&nbsp;…, 2023 - Springer</div><div class="gs_rs">… from being a contribution to the field of <b>machine</b> <b>learning</b> education as it systematically <br>
synthesizes research conducted on teaching and <b>learning</b> <b>machine</b> <b>learning</b> at K-12 levels. The …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13690484242175527798&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 229</a> <a href="/scholar?q=related:dov0CeJe_r0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13690484242175527798&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="EjhQQTzRb1gJ" data-did="EjhQQTzRb1gJ" data-lid="" data-aid="EjhQQTzRb1gJ" data-rp="26"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2076-3417/13/16/9288/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=26&amp;d=6372542054476560402&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="EjhQQTzRb1gJ"><span class="gs_ctg2">[PDF]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="EjhQQTzRb1gJ" href="https://www.mdpi.com/2076-3417/13/16/9288" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=26&amp;d=6372542054476560402&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="EjhQQTzRb1gJ">Crop prediction model using <b>machine learning </b>algorithms</a></h3><div class="gs_a"><a href="/citations?user=s-p6MpEAAAAJ&amp;hl=en&amp;oi=sra">E Elbasi</a>, <a href="/citations?user=kleRVZAAAAAJ&amp;hl=en&amp;oi=sra">C Zaki</a>, <a href="/citations?user=qMq70XsAAAAJ&amp;hl=en&amp;oi=sra">AE Topcu</a>, <a href="/citations?user=fgyJcBcAAAAJ&amp;hl=en&amp;oi=sra">W Abdelbaki</a>, <a href="/citations?user=e1ygRRkAAAAJ&amp;hl=en&amp;oi=sra">AI Zreikat</a>…&nbsp;- Applied Sciences, 2023 - mdpi.com</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> applications are having a great impact on … benefits of integrating <b>machine</b> <br>
<b>learning</b> algorithms in modern … on the current state of <b>machine</b> <b>learning</b> in agriculture, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6372542054476560402&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 268</a> <a href="/scholar?q=related:EjhQQTzRb1gJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6372542054476560402&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:EjhQQTzRb1gJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="0wuZZs8DGtUJ" data-did="0wuZZs8DGtUJ" data-lid="" data-aid="0wuZZs8DGtUJ" data-rp="27"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="0wuZZs8DGtUJ" href="https://www.sciencedirect.com/science/article/pii/S0926580523002728" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=27&amp;d=15355590068787547091&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="0wuZZs8DGtUJ"><b>Machine learning </b>in architecture</a></h3><div class="gs_a"><a href="/citations?user=qscW1eAAAAAJ&amp;hl=en&amp;oi=sra">B Topuz</a>, NÇ Alp&nbsp;- Automation in Construction, 2023 - Elsevier</div><div class="gs_rs">This paper explores the utilisation of <b>machine</b> <b>learning</b> in architecture, focusing on the <br>
addressed problems and commonly employed programming languages, software, platforms, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15355590068787547091&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 53</a> <a href="/scholar?q=related:0wuZZs8DGtUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15355590068787547091&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="awbd2TIk7LoJ" data-did="awbd2TIk7LoJ" data-lid="" data-aid="awbd2TIk7LoJ" data-rp="28"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="awbd2TIk7LoJ" href="https://www.sciencedirect.com/science/article/pii/S0065245823000153" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=28&amp;d=13469180386380416619&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="awbd2TIk7LoJ">AI and <b>machine learning </b>for real-world problems</a></h3><div class="gs_a"><a href="/citations?user=7Zge4c0AAAAJ&amp;hl=en&amp;oi=sra">H Nozari</a>, <a href="/citations?user=3O7TbNoAAAAJ&amp;hl=en&amp;oi=sra">J Ghahremani-Nahr</a>, <a href="/citations?user=ZEVqXmoAAAAJ&amp;hl=en&amp;oi=sra">A Szmelter-Jarosz</a>&nbsp;- Advances in computers, 2024 - Elsevier</div><div class="gs_rs">… for <b>machine</b> <b>learning</b> system based on <b>machine</b> <b>learning</b> and AIoT, allows the appropriate <br>
<b>machine</b> <b>learning</b> … This framework places “<b>machine</b> <b>learning</b>” in the space of visual analysis, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13469180386380416619&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 107</a> <a href="/scholar?q=related:awbd2TIk7LoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13469180386380416619&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="dgOcAnAeAgYJ" data-did="dgOcAnAeAgYJ" data-lid="" data-aid="dgOcAnAeAgYJ" data-rp="29"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Aqib-Ali-6/publication/368983958_An_Unsupervised_Machine_Learning_Algorithms_Comprehensive_Review/links/643c783f1b8d044c632ba4ab/An-Unsupervised-Machine-Learning-Algorithms-Comprehensive-Review.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=29&amp;d=432941980609938294&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="dgOcAnAeAgYJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="dgOcAnAeAgYJ" href="https://www.researchgate.net/profile/Aqib-Ali-6/publication/368983958_An_Unsupervised_Machine_Learning_Algorithms_Comprehensive_Review/links/643c783f1b8d044c632ba4ab/An-Unsupervised-Machine-Learning-Algorithms-Comprehensive-Review.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=29&amp;d=432941980609938294&amp;ei=Q2HkaMjLHcasieoP3am_iQM" data-clk-atid="dgOcAnAeAgYJ">An unsupervised <b>machine learning </b>algorithms: Comprehensive review</a></h3><div class="gs_a">S Naeem, A Ali, S Anam…&nbsp;- International Journal of&nbsp;…, 2023 - researchgate.net</div><div class="gs_rs">… The authors analyzed 35 papers between 2018 and 2022 and found that majority focused <br>
on unsupervised <b>learning</b> techniques. This review focused on unsupervised <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=432941980609938294&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 264</a> <a href="/scholar?q=related:dgOcAnAeAgYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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href="https://cir.nii.ac.jp/crid/1360021397008256384" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=30&amp;d=15866719393736886345&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="SQh9HjnpMdwJ">eXtreme gradient boosting algorithm with <b>machine learning</b>: A review</a></h3><div class="gs_a">ZA Ali, ZH Abduljabbar, HA Tahir, AB Sallow…&nbsp;- Academic Journal of&nbsp;…, 2023 - cir.nii.ac.jp</div><div class="gs_rs">… areas for <b>machine</b> <b>learning</b>. 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that … -supervised <b>learning</b> (SSL) <b>machine</b> <b>learning</b> algorithms in a Python environment.&lt;/jats:p&gt; …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15866719393736886345&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 197</a> <a href="/scholar?q=related:SQh9HjnpMdwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:SQh9HjnpMdwJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="gwBsC2L-F-gJ" data-did="gwBsC2L-F-gJ" data-lid="" data-aid="gwBsC2L-F-gJ" data-rp="31"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="gwBsC2L-F-gJ" href="https://link.springer.com/chapter/10.1007/978-3-031-35314-7_2" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=31&amp;d=16724115438315503747&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="gwBsC2L-F-gJ">A review of evaluation metrics in <b>machine learning </b>algorithms</a></h3><div class="gs_a">G Naidu, <a href="/citations?user=JkAZaykAAAAJ&amp;hl=en&amp;oi=sra">T Zuva</a>, <a href="/citations?user=vG7lkf0AAAAJ&amp;hl=en&amp;oi=sra">EM Sibanda</a>&nbsp;- Computer science on-line conference, 2023 - Springer</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> has gained significant acceptance in various industries [1]. <b>Machine</b> <br>
<b>learning</b> is a … The <b>machine</b> <b>learning</b> model studies from the data, classify general patterns and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16724115438315503747&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 447</a> <a href="/scholar?q=related:gwBsC2L-F-gJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="3w3T_NYLdYIJ" data-did="3w3T_NYLdYIJ" data-lid="" data-aid="3w3T_NYLdYIJ" data-rp="32"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Binson-V-A/publication/378386094_A_Review_of_Machine_Learning_Algorithms_for_Biomedical_Applications/links/66b9e5a0299c327096c1842c/A-Review-of-Machine-Learning-Algorithms-for-Biomedical-Applications.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=32&amp;d=9400432815198375391&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="3w3T_NYLdYIJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="3w3T_NYLdYIJ" href="https://link.springer.com/article/10.1007/s10439-024-03459-3" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=32&amp;d=9400432815198375391&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="3w3T_NYLdYIJ">A review of <b>machine learning </b>algorithms for biomedical applications</a></h3><div class="gs_a"><a href="/citations?user=hRJgZp4AAAAJ&amp;hl=en&amp;oi=sra">VA Binson</a>, <a href="/citations?user=JkqX3VUAAAAJ&amp;hl=en&amp;oi=sra">S Thomas</a>, M Subramoniam, <a href="/citations?user=5_K8bHEAAAAJ&amp;hl=en&amp;oi=sra">J Arun</a>…&nbsp;- Annals of Biomedical&nbsp;…, 2024 - Springer</div><div class="gs_rs">… <b>machine</b> <b>learning</b> algorithms per biomedical applications is presented. The key concepts of <br>
<b>machine</b> <b>learning</b> are supervised and unsupervised <b>learning</b>, … on the major <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9400432815198375391&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 81</a> <a href="/scholar?q=related:3w3T_NYLdYIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=9400432815198375391&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="zsUzRLDScDwJ" data-did="zsUzRLDScDwJ" data-lid="" data-aid="zsUzRLDScDwJ" data-rp="33"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2073-431X/12/5/91" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=33&amp;d=4355212494167590350&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="zsUzRLDScDwJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="zsUzRLDScDwJ" href="https://www.mdpi.com/2073-431X/12/5/91" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=33&amp;d=4355212494167590350&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="zsUzRLDScDwJ">Understanding of <b>machine learning </b>with deep <b>learning</b>: architectures, workflow, applications and future directions</a></h3><div class="gs_a"><a href="/citations?user=HR61TagAAAAJ&amp;hl=en&amp;oi=sra">MM Taye</a>&nbsp;- Computers, 2023 - mdpi.com</div><div class="gs_rs">… Using computer algorithms, <b>machine</b> <b>learning</b> enables the <b>machine</b> to … <b>learning</b> [8] is one <br>
of the <b>machine</b> <b>learning</b> methods that dominate in various application areas. <b>Machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=4355212494167590350&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 1000</a> <a href="/scholar?q=related:zsUzRLDScDwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=4355212494167590350&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:zsUzRLDScDwJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="cLKdJoYFQmUJ" data-did="cLKdJoYFQmUJ" data-lid="" data-aid="cLKdJoYFQmUJ" data-rp="34"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC10999174/pdf/nihms-1979743.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=34&amp;d=7296400420025250416&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="cLKdJoYFQmUJ"><span class="gs_ctg2">[PDF]</span> nih.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="cLKdJoYFQmUJ" href="https://pubs.acs.org/doi/abs/10.1021/acs.chemrev.3c00189" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=34&amp;d=7296400420025250416&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="cLKdJoYFQmUJ"><b>Machine learning </b>methods for small data challenges in molecular science</a></h3><div class="gs_a">B Dou, Z Zhu, <a href="/citations?user=d7HwNkMAAAAJ&amp;hl=en&amp;oi=sra">E Merkurjev</a>, L Ke, <a href="/citations?user=GYBIciwAAAAJ&amp;hl=en&amp;oi=sra">L Chen</a>…&nbsp;- Chemical&nbsp;…, 2023 - ACS Publications</div><div class="gs_rs">… more severe in <b>machine</b> <b>learning</b> (ML) and deep <b>learning</b> (DL) … We review both basic <b>machine</b> <br>
<b>learning</b> algorithms, such as … (KNN), support vector <b>machine</b> (SVM), kernel <b>learning</b> (KL), …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7296400420025250416&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 343</a> <a href="/scholar?q=related:cLKdJoYFQmUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7296400420025250416&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="n_P0XFlsdSAJ" data-did="n_P0XFlsdSAJ" data-lid="" data-aid="n_P0XFlsdSAJ" data-rp="35"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="n_P0XFlsdSAJ" href="https://books.google.com/books?hl=en&amp;lr=&amp;id=XyHkEAAAQBAJ&amp;oi=fnd&amp;pg=PA255&amp;dq=machine+learning&amp;ots=To1a_n7dG-&amp;sig=ZGUfBHMQmkN4DbB_IojFQjOUyd0" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=35&amp;d=2338894712556286879&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="n_P0XFlsdSAJ">Security Threats and Detection Mechanisms in <b>Machine Learning</b></a></h3><div class="gs_a"><a href="/citations?user=tdnEk1gAAAAJ&amp;hl=en&amp;oi=sra">K Madhuri</a>&nbsp;- Handbook of Artificial Intelligence, 2023 - books.google.com</div><div class="gs_rs">… <b>learning</b> for data classification or determining the correct outcomes. Supervised <b>learning</b> is <br>
one of the types of <b>machine</b> <b>learning</b> … <b>machine</b> considers a supervisor in supervised <b>learning</b>, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2338894712556286879&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 165</a> <a href="/scholar?q=related:n_P0XFlsdSAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2338894712556286879&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="CjJyznhKseoJ" data-did="CjJyznhKseoJ" data-lid="" data-aid="CjJyznhKseoJ" data-rp="36"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2079-9292/13/2/416" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=36&amp;d=16911379958473044490&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="CjJyznhKseoJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="CjJyznhKseoJ" href="https://www.mdpi.com/2079-9292/13/2/416" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=36&amp;d=16911379958473044490&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="CjJyznhKseoJ">The challenges of <b>machine learning</b>: A critical review</a></h3><div class="gs_a"><a href="/citations?user=EHg304QAAAAJ&amp;hl=en&amp;oi=sra">E Barbierato</a>, <a href="/citations?user=8mRaVEYAAAAJ&amp;hl=en&amp;oi=sra">A Gatti</a>&nbsp;- Electronics, 2024 - mdpi.com</div><div class="gs_rs">The concept of <b>learning</b> has multiple interpretations, ranging from acquiring knowledge or <br>
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<b>machine</b> <b>learning</b> is evident, with … core of <b>machine</b> <b>learning</b> lies the concept of self-<b>learning</b>, a …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2220927607376199366&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 82</a> <a href="/scholar?q=related:xj6EVeRR0h4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2220927607376199366&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="vbL_3pK3vDcJ" data-did="vbL_3pK3vDcJ" data-lid="" data-aid="vbL_3pK3vDcJ" data-rp="38"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2079-9292/12/8/1789" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=38&amp;d=4016286809142047421&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="vbL_3pK3vDcJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="vbL_3pK3vDcJ" href="https://www.mdpi.com/2079-9292/12/8/1789" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=38&amp;d=4016286809142047421&amp;ei=SWHkaODQK9vTieoP4fTokAI" data-clk-atid="vbL_3pK3vDcJ">Advancements and challenges in <b>machine learning</b>: A comprehensive review of models, libraries, applications, and algorithms</a></h3><div class="gs_a"><a href="/citations?user=C6QYTEsAAAAJ&amp;hl=en&amp;oi=sra">S Tufail</a>, <a href="/citations?user=obVoXtkAAAAJ&amp;hl=en&amp;oi=sra">H Riggs</a>, <a href="/citations?user=kx2PqMUAAAAJ&amp;hl=en&amp;oi=sra">M Tariq</a>, <a href="/citations?user=TJxTBSIAAAAJ&amp;hl=en&amp;oi=sra">AI Sarwat</a>&nbsp;- Electronics, 2023 - mdpi.com</div><div class="gs_rs">… an in-depth analysis of the current <b>machine</b> <b>learning</b> technique that is being applied to solve <br>
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… <b>Machine</b> <b>learning</b> has many advantages over statistical and experimental models, such as …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1968482047192745250&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 395</a> <a href="/scholar?q=related:IkWoEf5zURsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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for the complexity and diversity of … This article discusses <b>machine</b> <b>learning</b> and artificial …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13758847820884386087&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 248</a> <a href="/scholar?q=related:J6F4EjI_8b4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13758847820884386087&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="OnCif6vcJ_YJ" data-did="OnCif6vcJ_YJ" data-lid="" data-aid="OnCif6vcJ_YJ" data-rp="44"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.annualreviews.org/content/journals/10.1146/annurev-physchem-083122-125941?TRACK=RSS" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=44&amp;d=17737388286560858170&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="OnCif6vcJ_YJ"><span class="gs_ctg2">[HTML]</span> annualreviews.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="OnCif6vcJ_YJ" href="https://www.annualreviews.org/content/journals/10.1146/annurev-physchem-083122-125941?TRACK=RSS" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=44&amp;d=17737388286560858170&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="OnCif6vcJ_YJ">Enhanced sampling with <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=I0uBVMQAAAAJ&amp;hl=en&amp;oi=sra">S Mehdi</a>, <a href="/citations?user=FkKyeC8AAAAJ&amp;hl=en&amp;oi=sra">Z Smith</a>, <a href="/citations?user=Xpq3xWsAAAAJ&amp;hl=en&amp;oi=sra">L Herron</a>, Z Zou…&nbsp;- Annual Review of&nbsp;…, 2024 - annualreviews.org</div><div class="gs_rs">… In recent years, integration of <b>machine</b> <b>learning</b> (ML) techniques into different domains has <br>
… We highlight successful strategies such as dimensionality reduction, reinforcement <b>learning</b>, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17737388286560858170&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 89</a> <a href="/scholar?q=related:OnCif6vcJ_YJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17737388286560858170&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="io_sLBG9tJMJ" data-did="io_sLBG9tJMJ" data-lid="" data-aid="io_sLBG9tJMJ" data-rp="45"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2408.09627" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=45&amp;d=10643339700849119114&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="io_sLBG9tJMJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="io_sLBG9tJMJ" href="https://www.nature.com/articles/s42254-024-00776-3" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=45&amp;d=10643339700849119114&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="io_sLBG9tJMJ"><b>Machine learning </b>for the physics of climate</a></h3><div class="gs_a"><a href="/citations?user=6jEKlrQAAAAJ&amp;hl=en&amp;oi=sra">A Bracco</a>, <a href="/citations?user=IvG-_1MAAAAJ&amp;hl=en&amp;oi=sra">J Brajard</a>, <a href="/citations?user=gOLuDuIAAAAJ&amp;hl=en&amp;oi=sra">HA Dijkstra</a>…&nbsp;- Nature Reviews&nbsp;…, 2025 - nature.com</div><div class="gs_rs">… Advances in <b>machine</b> <b>learning</b> for climate physics have … Innovative approaches that use <br>
<b>machine</b> <b>learning</b> to learn parameterizations … The use of <b>machine</b> <b>learning</b> has enabled classical …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10643339700849119114&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 48</a> <a href="/scholar?q=related:io_sLBG9tJMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10643339700849119114&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="xjeWy4oMscUJ" data-did="xjeWy4oMscUJ" data-lid="" data-aid="xjeWy4oMscUJ" data-rp="46"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.nature.com/articles/s41598-024-56706-x.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=46&amp;d=14245180886610229190&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="xjeWy4oMscUJ"><span class="gs_ctg2">[PDF]</span> nature.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="xjeWy4oMscUJ" href="https://www.nature.com/articles/s41598-024-56706-x" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=46&amp;d=14245180886610229190&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="xjeWy4oMscUJ">Evaluation metrics and statistical tests for <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=G3pi5ykAAAAJ&amp;hl=en&amp;oi=sra">O Rainio</a>, J Teuho, <a href="/citations?user=QOFkWWsAAAAJ&amp;hl=en&amp;oi=sra">R Klén</a>&nbsp;- Scientific Reports, 2024 - nature.com</div><div class="gs_rs">Research on different <b>machine</b> <b>learning</b> (ML) has become incredibly popular during the past <br>
few decades. However, for some researchers not familiar with statistics, it might be difficult …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14245180886610229190&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 810</a> <a href="/scholar?q=related:xjeWy4oMscUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14245180886610229190&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="rjKp60LUpN8J" data-did="rjKp60LUpN8J" data-lid="" data-aid="rjKp60LUpN8J" data-rp="47"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[BOOK]</span><span class="gs_ct2">[B]</span></span> <a id="rjKp60LUpN8J" href="https://books.google.com/books?hl=en&amp;lr=&amp;id=hoK3EAAAQBAJ&amp;oi=fnd&amp;pg=PR11&amp;dq=machine+learning&amp;ots=Fcx_IrY299&amp;sig=z44NPixOSpNksI4h8BI9vhmlb48" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=47&amp;d=16115238750525141678&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="rjKp60LUpN8J">Ensemble methods for <b>machine learning</b></a></h3><div class="gs_a">G Kunapuli - 2023 - books.google.com</div><div class="gs_rs">… <b>machine</b> <b>learning</b> who want to use this book as a <b>learning</b> … <b>learning</b> about the endless <br>
modeling possibilities with ensemble methods This book is not an introduction to <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16115238750525141678&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 152</a> <a href="/scholar?q=related:rjKp60LUpN8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=16115238750525141678&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="/scholar?output=instlink&amp;q=info:rjKp60LUpN8J:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=14570015023714529205&amp;oi=llo" class="gs_or_nvi">Library Search</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="WHiGsrsGxncJ" data-did="WHiGsrsGxncJ" data-lid="" data-aid="WHiGsrsGxncJ" data-rp="48"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/978-1-0716-3195-9_20.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=48&amp;d=8630593139125942360&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="WHiGsrsGxncJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="WHiGsrsGxncJ" href="https://link.springer.com/protocol/10.1007/978-1-0716-3195-9_20" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=48&amp;d=8630593139125942360&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="WHiGsrsGxncJ">Evaluating <b>machine learning </b>models and their diagnostic value</a></h3><div class="gs_a"><a href="/citations?user=OGGu384AAAAJ&amp;hl=en&amp;oi=sra">G Varoquaux</a>, <a href="/citations?user=uOsWxtMAAAAJ&amp;hl=en&amp;oi=sra">O Colliot</a>&nbsp;- <b>Machine learning </b>for brain disorders, 2023 - Springer</div><div class="gs_rs">… This chapter describes model validation, a crucial part of <b>machine</b> <b>learning</b> whether it is to <br>
… of <b>learning</b> algorithms and external validation or evaluation of resulting prediction models. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8630593139125942360&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 215</a> <a href="/scholar?q=related:WHiGsrsGxncJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8630593139125942360&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 21 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="bzT6-E35cvgJ" data-did="bzT6-E35cvgJ" data-lid="" data-aid="bzT6-E35cvgJ" data-rp="49"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2305.01582" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=49&amp;d=17902645582036087919&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="bzT6-E35cvgJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="bzT6-E35cvgJ" href="https://arxiv.org/abs/2305.01582" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=49&amp;d=17902645582036087919&amp;ei=T2HkaILIOJ2qieoPz8OP6Qo" data-clk-atid="bzT6-E35cvgJ">Interpretable <b>machine learning </b>for science with PySR and SymbolicRegression. jl</a></h3><div class="gs_a"><a href="/citations?user=10WfwCQAAAAJ&amp;hl=en&amp;oi=sra">M Cranmer</a>&nbsp;- arXiv preprint arXiv:2305.01582, 2023 - arxiv.org</div><div class="gs_rs">… PySR 3 is an open-source library for practical symbolic regression, a type of <b>machine</b> <b>learning</b> <br>
… backend, a flexible search algorithm, and interfaces with several deep <b>learning</b> packages. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17902645582036087919&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 475</a> <a href="/scholar?q=related:bzT6-E35cvgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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The objective of the study is to present the role of artificial <br>
neural networks and <b>machine</b> <b>learning</b> in utilizing spatial information. <b>Machine</b> <b>learning</b> and AI …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8908963832340958345&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 249</a> <a href="/scholar?q=related:iUx8X2f_onsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8908963832340958345&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="QbIKC4C14tEJ" data-did="QbIKC4C14tEJ" data-lid="" data-aid="QbIKC4C14tEJ" data-rp="51"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="QbIKC4C14tEJ" href="https://www.sciencedirect.com/science/article/pii/S0952197624003051" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=51&amp;d=15123850060209238593&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="QbIKC4C14tEJ">Traffic management approaches using <b>machine learning </b>and deep <b>learning </b>techniques: A survey</a></h3><div class="gs_a"><a href="/citations?user=lI6soa4AAAAJ&amp;hl=en&amp;oi=sra">H Almukhalfi</a>, <a href="/citations?user=sLaNmC0AAAAJ&amp;hl=en&amp;oi=sra">A Noor</a>, <a href="/citations?user=qXELFFoAAAAJ&amp;hl=en&amp;oi=sra">TH Noor</a>&nbsp;- Engineering Applications of Artificial&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… such as <b>machine</b> <b>learning</b> and deep <b>learning</b> to streamline … of leveraging <b>machine</b> <b>learning</b> <br>
and deep <b>learning</b> in Traffic … potential of <b>machine</b> <b>learning</b> and deep <b>learning</b> techniques. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15123850060209238593&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 106</a> <a href="/scholar?q=related:QbIKC4C14tEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15123850060209238593&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="BoWimX0ZFMkJ" data-did="BoWimX0ZFMkJ" data-lid="" data-aid="BoWimX0ZFMkJ" data-rp="52"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1186/s12859-023-05156-9.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=52&amp;d=14489233928396899590&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="BoWimX0ZFMkJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="BoWimX0ZFMkJ" href="https://link.springer.com/article/10.1186/s12859-023-05156-9" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=52&amp;d=14489233928396899590&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="BoWimX0ZFMkJ">Evaluation of a decided sample size in <b>machine learning </b>applications</a></h3><div class="gs_a"><a href="/citations?user=PkVcbMMAAAAJ&amp;hl=en&amp;oi=sra">D Rajput</a>, <a href="/citations?user=G10DFswAAAAJ&amp;hl=en&amp;oi=sra">WJ Wang</a>, <a href="/citations?user=_QWD4_YAAAAJ&amp;hl=en&amp;oi=sra">CC Chen</a>&nbsp;- BMC bioinformatics, 2023 - Springer</div><div class="gs_rs">Background An appropriate sample size is essential for obtaining a precise and reliable <br>
outcome of a study. In <b>machine</b> <b>learning</b> (ML), studies with inadequate samples suffer from …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14489233928396899590&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 334</a> <a href="/scholar?q=related:BoWimX0ZFMkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14489233928396899590&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="P5GCvBX6QdAJ" data-did="P5GCvBX6QdAJ" data-lid="" data-aid="P5GCvBX6QdAJ" data-rp="53"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Nirupam-Gupta-2/publication/373225598_Byzantine_Machine_Learning_A_Primer/links/67fa658fbd3f1930dd5d44cc/Byzantine-Machine-Learning-A-Primer.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=53&amp;d=15006550404639134015&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="P5GCvBX6QdAJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="P5GCvBX6QdAJ" href="https://dl.acm.org/doi/abs/10.1145/3616537" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=53&amp;d=15006550404639134015&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="P5GCvBX6QdAJ">Byzantine <b>machine learning</b>: A primer</a></h3><div class="gs_a"><a href="/citations?user=_TR-7CEAAAAJ&amp;hl=en&amp;oi=sra">R Guerraoui</a>, <a href="/citations?user=WmMys-YAAAAJ&amp;hl=en&amp;oi=sra">N Gupta</a>, <a href="/citations?user=fGF2kFYAAAAJ&amp;hl=en&amp;oi=sra">R Pinot</a>&nbsp;- ACM Computing Surveys, 2024 - dl.acm.org</div><div class="gs_rs">… Consequently, the general understanding on the principles of Byzantine <b>machine</b> <b>learning</b> <br>
… <b>machine</b> <b>learning</b>. In particular, we introduce three pillars of Byzantine <b>machine</b> <b>learning</b>, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15006550404639134015&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 55</a> <a href="/scholar?q=related:P5GCvBX6QdAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15006550404639134015&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="5OlDCF8KnB0J" data-did="5OlDCF8KnB0J" data-lid="" data-aid="5OlDCF8KnB0J" data-rp="54"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="5OlDCF8KnB0J" href="https://www.tandfonline.com/doi/abs/10.1080/17499518.2022.2087884" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=54&amp;d=2133591726743611876&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="5OlDCF8KnB0J">Future of <b>machine learning </b>in geotechnics</a></h3><div class="gs_a"><a href="/citations?user=pAX0vr4AAAAJ&amp;hl=en&amp;oi=sra">KK Phoon</a>, W Zhang&nbsp;- …&nbsp;: Assessment and Management of Risk for&nbsp;…, 2023 - Taylor &amp; Francis</div><div class="gs_rs">… The term “big data” in <b>machine</b> <b>learning</b> refers to data sets that are too … The keyword “<b>machine</b> <br>
<b>learning</b>” did not appear in the New … Wiki defines <b>machine</b> <b>learning</b> (ML) as the “study of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2133591726743611876&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 262</a> <a href="/scholar?q=related:5OlDCF8KnB0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2133591726743611876&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="6e2Vzbv_0zgJ" data-did="6e2Vzbv_0zgJ" data-lid="" data-aid="6e2Vzbv_0zgJ" data-rp="55"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.annualreviews.org/content/journals/10.1146/annurev-matsci-080921-085947?crawler=true&amp;mimetype=application/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=55&amp;d=4094897668283035113&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="6e2Vzbv_0zgJ"><span class="gs_ctg2">[PDF]</span> annualreviews.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="6e2Vzbv_0zgJ" href="https://www.annualreviews.org/content/journals/10.1146/annurev-matsci-080921-085947" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=55&amp;d=4094897668283035113&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="6e2Vzbv_0zgJ">Representations of materials for <b>machine learning</b></a></h3><div class="gs_a">J Damewood, <a href="/citations?user=hpBeuw8AAAAJ&amp;hl=en&amp;oi=sra">J Karaguesian</a>, <a href="/citations?user=PhFVRBEAAAAJ&amp;hl=en&amp;oi=sra">JR Lunger</a>…&nbsp;- Annual Review of&nbsp;…, 2023 - annualreviews.org</div><div class="gs_rs">… High-throughput data generation methods and <b>machine</b> <b>learning</b> (ML) algorithms have <br>
given rise to a new era of computational materials science by <b>learning</b> the relations between …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=4094897668283035113&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 103</a> <a href="/scholar?q=related:6e2Vzbv_0zgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=4094897668283035113&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="DW-ABEWFalwJ" data-did="DW-ABEWFalwJ" data-lid="" data-aid="DW-ABEWFalwJ" data-rp="56"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.nature.com/articles/s41586-024-08252-9" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=56&amp;d=6659281530495463181&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="DW-ABEWFalwJ"><span class="gs_ctg2">[HTML]</span> nature.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="DW-ABEWFalwJ" href="https://www.nature.com/articles/s41586-024-08252-9" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=56&amp;d=6659281530495463181&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="DW-ABEWFalwJ">Probabilistic weather forecasting with <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=vmCR6iMAAAAJ&amp;hl=en&amp;oi=sra">I Price</a>, <a href="/citations?user=d1oQ8NcAAAAJ&amp;hl=en&amp;oi=sra">A Sanchez-Gonzalez</a>, <a href="/citations?user=1lmBq3QAAAAJ&amp;hl=en&amp;oi=sra">F Alet</a>, <a href="/citations?user=2tT1j9QAAAAJ&amp;hl=en&amp;oi=sra">TR Andersson</a>…&nbsp;- Nature, 2025 - nature.com</div><div class="gs_rs">… Recent advances in <b>machine</b> <b>learning</b> (ML)-based weather prediction (MLWP) have produced <br>
ML-based models with less forecast error than single NWP simulations 2 , 3 . However, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6659281530495463181&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 267</a> <a href="/scholar?q=related:DW-ABEWFalwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6659281530495463181&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="f4tlAUIJn-cJ" data-did="f4tlAUIJn-cJ" data-lid="" data-aid="f4tlAUIJn-cJ" data-rp="57"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="f4tlAUIJn-cJ" href="https://www.sciencedirect.com/science/article/pii/S0169409X23004234" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=57&amp;d=16690068923154271103&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="f4tlAUIJn-cJ">Revolutionizing drug formulation development: The increasing impact of <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=mm0zkfMAAAAJ&amp;hl=en&amp;oi=sra">Z Bao</a>, <a href="/citations?user=Tk3i2oEAAAAJ&amp;hl=en&amp;oi=sra">J Bufton</a>, <a href="/citations?user=oes7L7oAAAAJ&amp;hl=en&amp;oi=sra">RJ Hickman</a>, <a href="/citations?user=Ag_6KEgAAAAJ&amp;hl=en&amp;oi=sra">A Aspuru-Guzik</a>…&nbsp;- Advanced Drug Delivery&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">Over the past few years, the adoption of <b>machine</b> <b>learning</b> (ML) techniques has rapidly expanded <br>
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the explicit model structure is unclear and algorithms with good performance are difficult to …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7164761541800730575&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 280</a> <a href="/scholar?q=related:z59pZ6lYbmMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7164761541800730575&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="khFb8flh50kJ" data-did="khFb8flh50kJ" data-lid="" data-aid="khFb8flh50kJ" data-rp="59"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S0893395224002667" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=59&amp;d=5325332810512929170&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="khFb8flh50kJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="khFb8flh50kJ" href="https://www.sciencedirect.com/science/article/pii/S0893395224002667" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=59&amp;d=5325332810512929170&amp;ei=VmHkaP7TCZycieoPgK6aoQo" data-clk-atid="khFb8flh50kJ">Ethical and bias considerations in artificial intelligence/<b>machine learning</b></a></h3><div class="gs_a">MG Hanna, <a href="/citations?user=dZQf8IoAAAAJ&amp;hl=en&amp;oi=sra">L Pantanowitz</a>, B Jackson, <a href="/citations?user=rkaxHS4AAAAJ&amp;hl=en&amp;oi=sra">O Palmer</a>…&nbsp;- Modern Pathology, 2025 - Elsevier</div><div class="gs_rs">… Ethics and bias are important considerations in our practice settings, especially as an <br>
increased number of <b>machine</b> <b>learning</b> (ML) systems are being integrated within our various …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5325332810512929170&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 207</a> <a href="/scholar?q=related:khFb8flh50kJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://arxiv.org/pdf/2405.02200?" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=60&amp;d=1374332462686818891&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="S1K84RecEhMJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="S1K84RecEhMJ" href="https://arxiv.org/abs/2405.02200" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=60&amp;d=1374332462686818891&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="S1K84RecEhMJ">Position: Why we must rethink empirical research in <b>machine learning</b></a></h3><div class="gs_a">M Herrmann, FJD Lange, <a href="/citations?user=ADZN2nwAAAAJ&amp;hl=en&amp;oi=sra">K Eggensperger</a>…&nbsp;- arXiv preprint arXiv&nbsp;…, 2024 - arxiv.org</div><div class="gs_rs">… <b>machine</b> <b>learning</b> by addressing practical challenges and epistemic constraints of empirical <br>
research that are often overlooked. We believe this has implications for <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1374332462686818891&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 35</a> <a href="/scholar?q=related:S1K84RecEhMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1374332462686818891&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:S1K84RecEhMJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="i1hpGjlR9J8J" data-did="i1hpGjlR9J8J" data-lid="" data-aid="i1hpGjlR9J8J" data-rp="61"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2210670723002640" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=61&amp;d=11525926652046039179&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="i1hpGjlR9J8J"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="i1hpGjlR9J8J" href="https://www.sciencedirect.com/science/article/pii/S2210670723002640" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=61&amp;d=11525926652046039179&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="i1hpGjlR9J8J"><b>Machine learning </b>and remote sensing integration for leveraging urban sustainability: A review and framework</a></h3><div class="gs_a"><a href="/citations?user=ukqymDeHEfEC&amp;hl=en&amp;oi=sra">F Li</a>, <a href="/citations?user=p2DUYJAAAAAJ&amp;hl=en&amp;oi=sra">T Yigitcanlar</a>, <a href="/citations?user=g7I7PfQAAAAJ&amp;hl=en&amp;oi=sra">M Nepal</a>, <a href="/citations?user=18HsR5EAAAAJ&amp;hl=en&amp;oi=sra">K Nguyen</a>, <a href="/citations?user=octiLjIAAAAJ&amp;hl=en&amp;oi=sra">F Dur</a>&nbsp;- Sustainable Cities and&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… Numerous studies integrated <b>machine</b> <b>learning</b> and remote … joint applications of <b>machine</b> <br>
<b>learning</b> and remote sensing for … a framework integrating <b>machine</b> <b>learning</b> and remote sensing …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11525926652046039179&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 184</a> <a href="/scholar?q=related:i1hpGjlR9J8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11525926652046039179&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="4MzbV0QuaJcJ" data-did="4MzbV0QuaJcJ" data-lid="" data-aid="4MzbV0QuaJcJ" data-rp="62"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="4MzbV0QuaJcJ" href="https://www.sciencedirect.com/science/article/pii/S0169809524000437" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=62&amp;d=10910020968371703008&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="4MzbV0QuaJcJ">A review of <b>machine learning </b>for modeling air quality: Overlooked but important issues</a></h3><div class="gs_a">D Tang, <a href="/citations?user=JdTElbsAAAAJ&amp;hl=en&amp;oi=sra">Y Zhan</a>, F Yang&nbsp;- Atmospheric Research, 2024 - Elsevier</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> models based on satellite remote sensing … important issues when using <br>
<b>machine</b> <b>learning</b>. In this review, … on applying <b>machine</b> <b>learning</b> for robust air quality mapping. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10910020968371703008&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 62</a> <a href="/scholar?q=related:4MzbV0QuaJcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="hkOB1Dnc0zAJ" data-did="hkOB1Dnc0zAJ" data-lid="" data-aid="hkOB1Dnc0zAJ" data-rp="63"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S147281172400003X" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=63&amp;d=3518397874842977158&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="hkOB1Dnc0zAJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="hkOB1Dnc0zAJ" href="https://www.sciencedirect.com/science/article/pii/S147281172400003X" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=63&amp;d=3518397874842977158&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="hkOB1Dnc0zAJ">Exploring the impact of ChatGPT on education: A web mining and <b>machine learning </b>approach</a></h3><div class="gs_a"><a href="/citations?user=qtwa1w0AAAAJ&amp;hl=en&amp;oi=sra">A Rejeb</a>, K Rejeb, <a href="/citations?user=ByujcfYAAAAJ&amp;hl=en&amp;oi=sra">A Appolloni</a>, <a href="/citations?user=7K32h3QAAAAJ&amp;hl=en&amp;oi=sra">H Treiblmaier</a>…&nbsp;- …&nbsp;International Journal of&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">ChatGPT, an artificial intelligence model, has garnered significant interest within education. <br>
This study examined public sentiment regarding ChatGPT's influence on education by …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3518397874842977158&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 160</a> <a href="/scholar?q=related:hkOB1Dnc0zAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3518397874842977158&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="qrcY6f2SeCYJ" data-did="qrcY6f2SeCYJ" data-lid="" data-aid="qrcY6f2SeCYJ" data-rp="64"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2667241323000113" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=64&amp;d=2772127189881632682&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="qrcY6f2SeCYJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="qrcY6f2SeCYJ" href="https://www.sciencedirect.com/science/article/pii/S2667241323000113" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=64&amp;d=2772127189881632682&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="qrcY6f2SeCYJ">Artificial intelligence, <b>machine learning </b>and deep <b>learning </b>in advanced robotics, a review</a></h3><div class="gs_a"><a href="/citations?user=tEAuK-EAAAAJ&amp;hl=en&amp;oi=sra">M Soori</a>, <a href="/citations?user=hm5NJO8AAAAJ&amp;hl=en&amp;oi=sra">B Arezoo</a>, <a href="/citations?user=mTJlwtQAAAAJ&amp;hl=en&amp;oi=sra">R Dastres</a>&nbsp;- Cognitive Robotics, 2023 - Elsevier</div><div class="gs_rs">Artificial Intelligence (AI), <b>Machine</b> <b>Learning</b> (ML), and Deep <b>Learning</b> (DL) have revolutionized <br>
the field of advanced robotics in recent years. AI, ML, and DL are transforming the field of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2772127189881632682&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 1221</a> <a href="/scholar?q=related:qrcY6f2SeCYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2772127189881632682&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="BdMQMdHMly8J" data-did="BdMQMdHMly8J" data-lid="" data-aid="BdMQMdHMly8J" data-rp="65"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="BdMQMdHMly8J" href="https://link.springer.com/article/10.1007/s11042-023-16105-2" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=65&amp;d=3429434840109339397&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="BdMQMdHMly8J"><b>Machine learning </b>in agriculture: a review of crop management applications</a></h3><div class="gs_a"><a href="/citations?user=voSBv7UAAAAJ&amp;hl=en&amp;oi=sra">I Attri</a>, <a href="/citations?user=cv7Xbu8AAAAJ&amp;hl=en&amp;oi=sra">LK Awasthi</a>, <a href="/citations?user=0ycxKQsAAAAJ&amp;hl=en&amp;oi=sra">TP Sharma</a>&nbsp;- Multimedia Tools and Applications, 2024 - Springer</div><div class="gs_rs">… show how <b>machine</b> <b>learning</b> may improve agriculture. This article examines <b>machine</b> <b>learning</b> <br>
… This paper’s findings show that by using novel <b>machine</b> <b>learning</b> approaches, models may …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3429434840109339397&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 127</a> <a href="/scholar?q=related:BdMQMdHMly8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3429434840109339397&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="2zmsp8y5NOQJ" data-did="2zmsp8y5NOQJ" data-lid="" data-aid="2zmsp8y5NOQJ" data-rp="66"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2076-3417/13/21/12019" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=66&amp;d=16443972428074072539&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="2zmsp8y5NOQJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="2zmsp8y5NOQJ" href="https://www.mdpi.com/2076-3417/13/21/12019" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=66&amp;d=16443972428074072539&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="2zmsp8y5NOQJ"><b>Machine learning </b>methods in weather and climate applications: A survey</a></h3><div class="gs_a">L Chen, B Han, <a href="/citations?user=mQdTZhYAAAAJ&amp;hl=en&amp;oi=sra">X Wang</a>, J Zhao, W Yang, <a href="/citations?user=Iymi15wAAAAJ&amp;hl=en&amp;oi=sra">Z Yang</a>&nbsp;- Applied Sciences, 2023 - mdpi.com</div><div class="gs_rs">… of emerging <b>machine</b> <b>learning</b> approaches. Finally, our focus is on <b>machine</b> <b>learning</b> methods, <br>
exploring their potential to mitigate the limitations intrinsic to their historical predecessors. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16443972428074072539&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 183</a> <a href="/scholar?q=related:2zmsp8y5NOQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=16443972428074072539&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:2zmsp8y5NOQJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="T6q0MRetdKwJ" data-did="T6q0MRetdKwJ" data-lid="" data-aid="T6q0MRetdKwJ" data-rp="67"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://par.nsf.gov/servlets/purl/10587931" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=67&amp;d=12426747586951817807&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="T6q0MRetdKwJ"><span class="gs_ctg2">[PDF]</span> nsf.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="T6q0MRetdKwJ" href="https://pubs.acs.org/doi/abs/10.1021/acsnano.4c05851" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=67&amp;d=12426747586951817807&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="T6q0MRetdKwJ">Advances in <b>machine learning </b>for wearable sensors</a></h3><div class="gs_a"><a href="/citations?user=rC2ECMoAAAAJ&amp;hl=en&amp;oi=sra">X Xiao</a>, <a href="/citations?user=j8OdSwMAAAAJ&amp;hl=en&amp;oi=sra">J Yin</a>, <a href="/citations?user=fKd2-1AAAAAJ&amp;hl=en&amp;oi=sra">J Xu</a>, <a href="/citations?user=3Rm_hEgAAAAJ&amp;hl=en&amp;oi=sra">T Tat</a>, <a href="/citations?user=_cJrFI0AAAAJ&amp;hl=en&amp;oi=sra">J Chen</a>&nbsp;- ACS nano, 2024 - ACS Publications</div><div class="gs_rs">… To this end, supervised <b>learning</b> and unsupervised <b>learning</b> … latest advancements in <b>machine</b> <br>
<b>learning</b> for wearable sensors, … Additionally, we highlight the potential of <b>machine</b>-<b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12426747586951817807&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 50</a> <a href="/scholar?q=related:T6q0MRetdKwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12426747586951817807&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="aKqqEoJVVy4J" data-did="aKqqEoJVVy4J" data-lid="" data-aid="aKqqEoJVVy4J" data-rp="68"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2310.03302" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=68&amp;d=3339231665865796200&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="aKqqEoJVVy4J"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="aKqqEoJVVy4J" href="https://arxiv.org/abs/2310.03302" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=68&amp;d=3339231665865796200&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="aKqqEoJVVy4J">Mlagentbench: Evaluating language agents on <b>machine learning </b>experimentation</a></h3><div class="gs_a">Q Huang, <a href="/citations?user=D1Jl19oAAAAJ&amp;hl=en&amp;oi=sra">J Vora</a>, <a href="/citations?user=pouyVyUAAAAJ&amp;hl=en&amp;oi=sra">P Liang</a>, <a href="/citations?user=Q_kKkIUAAAAJ&amp;hl=en&amp;oi=sra">J Leskovec</a>&nbsp;- arXiv preprint arXiv:2310.03302, 2023 - arxiv.org</div><div class="gs_rs">… <b>machine</b> <b>learning</b> experimentation autonomously? In this paper, we propose MLAgentBench, <br>
the first benchmark for evaluating agents capable of <b>machine</b> <b>learning</b> … <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3339231665865796200&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 140</a> <a href="/scholar?q=related:aKqqEoJVVy4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3339231665865796200&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 10 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:aKqqEoJVVy4J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="StzjrgARQeAJ" data-did="StzjrgARQeAJ" data-lid="" data-aid="StzjrgARQeAJ" data-rp="69"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://research.vu.nl/files/363268215/Machine_learning_in_marketing_Recent_progress_and_future_research_directions_Editorial_Special_Issue.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=69&amp;d=16159215632613891146&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="StzjrgARQeAJ"><span class="gs_ctg2">[PDF]</span> vu.nl</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="StzjrgARQeAJ" href="https://www.sciencedirect.com/science/article/pii/S0148296323006136" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=69&amp;d=16159215632613891146&amp;ei=XGHkaLGpFp6sieoP2PTggQg" data-clk-atid="StzjrgARQeAJ"><b>Machine learning </b>in marketing: Recent progress and future research directions</a></h3><div class="gs_a"><a href="/citations?user=Uz4g1NsAAAAJ&amp;hl=en&amp;oi=sra">D Herhausen</a>, <a href="/citations?user=oCeeTL4AAAAJ&amp;hl=en&amp;oi=sra">SF Bernritter</a>, <a href="/citations?user=UThzDqwAAAAJ&amp;hl=en&amp;oi=sra">EWT Ngai</a>, <a href="/citations?user=0XazE14AAAAJ&amp;hl=en&amp;oi=sra">A Kumar</a>…&nbsp;- Journal of Business&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… However, <b>machine</b> <b>learning</b> also introduces important challenges to the marketing … of <br>
<b>machine</b> <b>learning</b> in marketing. Specifically, we provide an overview of typical <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16159215632613891146&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 66</a> <a href="/scholar?q=related:StzjrgARQeAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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class="gs_rs">Autoencoders have become a hot researched topic in unsupervised <b>learning</b> due to their <br>
ability to learn data features and act as a dimensionality reduction method. With rapid evolution …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3587383639462199520&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 413</a> <a href="/scholar?q=related:4EAxz2nyyDEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3587383639462199520&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="cZc5HuzZ3BkJ" data-did="cZc5HuzZ3BkJ" data-lid="" data-aid="cZc5HuzZ3BkJ" data-rp="71"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ora.ox.ac.uk/objects/uuid:ffa3130b-140d-4e19-973a-c4800cfacf70/download_file?file_format=application%2Fpdf&amp;safe_filename=Zheng_et_al_2023_In-network_machine_learning.pdf&amp;type_of_work=Journal+article" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=71&amp;d=1863603953967142769&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="cZc5HuzZ3BkJ"><span class="gs_ctg2">[PDF]</span> ox.ac.uk</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="cZc5HuzZ3BkJ" href="https://ieeexplore.ieee.org/abstract/document/10365500/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=71&amp;d=1863603953967142769&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="cZc5HuzZ3BkJ">In-network <b>machine learning </b>using programmable network devices: A survey</a></h3><div class="gs_a"><a href="/citations?user=bICwuWgAAAAJ&amp;hl=en&amp;oi=sra">C Zheng</a>, X Hong, <a href="/citations?user=keeDNc0AAAAJ&amp;hl=en&amp;oi=sra">D Ding</a>, <a href="/citations?user=5klJKUcAAAAJ&amp;hl=en&amp;oi=sra">S Vargaftik</a>…&nbsp;- …&nbsp;Surveys &amp; Tutorials, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… of <b>machine</b> <b>learning</b> solutions built upon programmable network devices. It explores the <br>
different types of <b>machine</b> <b>learning</b> … In-network <b>machine</b> <b>learning</b> can significantly benefit cloud …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1863603953967142769&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 65</a> <a href="/scholar?q=related:cZc5HuzZ3BkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1863603953967142769&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="fCLhSkT2ssMJ" data-did="fCLhSkT2ssMJ" data-lid="" data-aid="fCLhSkT2ssMJ" data-rp="72"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pubs.acs.org/doi/pdf/10.1021/acscentsci.3c01275" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=72&amp;d=14101604156424921724&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="fCLhSkT2ssMJ"><span class="gs_ctg2">[PDF]</span> acs.org</a><a href="/scholar?output=instlink&amp;q=info:fCLhSkT2ssMJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=17785136395451279918&amp;oi=lle">Full View</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="fCLhSkT2ssMJ" href="https://pubs.acs.org/doi/abs/10.1021/acscentsci.3c01275" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=72&amp;d=14101604156424921724&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="fCLhSkT2ssMJ">Opportunities and challenges for <b>machine learning</b>-assisted enzyme engineering</a></h3><div class="gs_a"><a href="/citations?user=SsDR5GkAAAAJ&amp;hl=en&amp;oi=sra">J Yang</a>, <a href="/citations?user=W0DR9UMAAAAJ&amp;hl=en&amp;oi=sra">FZ Li</a>, <a href="/citations?user=wil5NhcAAAAJ&amp;hl=en&amp;oi=sra">FH Arnold</a>&nbsp;- ACS Central Science, 2024 - ACS Publications</div><div class="gs_rs">… Recently, <b>machine</b> <b>learning</b> (ML) has emerged as a powerful tool to complement this … fitness <br>
landscapes for fitness optimization by <b>learning</b> mappings between protein sequences and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14101604156424921724&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 139</a> <a href="/scholar?q=related:fCLhSkT2ssMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14101604156424921724&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 10 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="yd7mGepSVssJ" data-did="yd7mGepSVssJ" data-lid="" data-aid="yd7mGepSVssJ" data-rp="73"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2403.19076" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=73&amp;d=14651989603106873033&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="yd7mGepSVssJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="yd7mGepSVssJ" href="https://ieeexplore.ieee.org/abstract/document/10284551/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=73&amp;d=14651989603106873033&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="yd7mGepSVssJ">Tiny <b>machine learning</b>: Progress and futures [feature]</a></h3><div class="gs_a"><a href="/citations?user=dVtzVVAAAAAJ&amp;hl=en&amp;oi=sra">J Lin</a>, <a href="/citations?user=y0LVrtgAAAAJ&amp;hl=en&amp;oi=sra">L Zhu</a>, <a href="/citations?user=6xFvyJwAAAAJ&amp;hl=en&amp;oi=sra">WM Chen</a>, <a href="/citations?user=eYrx3KAAAAAJ&amp;hl=en&amp;oi=sra">WC Wang</a>…&nbsp;- IEEE Circuits and&nbsp;…, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… <b>machine</b> <b>learning</b> (TinyML) is a new frontier of <b>machine</b> learning. By squeezing deep <b>learning</b> <br>
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and reinforcement <b>learning</b> … of the diverse landscape of <b>machine</b> <b>learning</b> models. In …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8155210007529032077&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 59</a> <a href="/scholar?q=related:jYl6L0sgLXEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8155210007529032077&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:jYl6L0sgLXEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="qjsJcC8Lr_sJ" data-did="qjsJcC8Lr_sJ" data-lid="" data-aid="qjsJcC8Lr_sJ" data-rp="79"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ieeexplore.ieee.org/iel7/6287639/6514899/10418898.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=79&amp;d=18135726522815298474&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="qjsJcC8Lr_sJ"><span class="gs_ctg2">[PDF]</span> ieee.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="qjsJcC8Lr_sJ" href="https://ieeexplore.ieee.org/abstract/document/10418898/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=79&amp;d=18135726522815298474&amp;ei=YmHkaPq6I6DWieoPvfCV6QI" data-clk-atid="qjsJcC8Lr_sJ"><b>Machine learning </b>in oil and gas exploration: A review</a></h3><div class="gs_a"><a href="/citations?user=X6T-ptcAAAAJ&amp;hl=en&amp;oi=sra">A Lawal</a>, Y Yang, <a href="/citations?user=JfDktJ0AAAAJ&amp;hl=en&amp;oi=sra">H He</a>, <a href="/citations?user=EKyk-IwAAAAJ&amp;hl=en&amp;oi=sra">NL Baisa</a>&nbsp;- Ieee Access, 2024 - ieeexplore.ieee.org</div><div class="gs_rs">… assessment of <b>machine</b> <b>learning</b> applications is conducted to … This paper offers a detailed <br>
overview of <b>machine</b> <b>learning</b>’s … widespread application of <b>machine</b> <b>learning</b> in the exploration, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=18135726522815298474&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 49</a> <a 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education literature on how to effectively promote children’s <b>learning</b> of complex concepts. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17570998827082310168&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 179</a> <a href="/scholar?q=related:GOILjVa62PMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17570998827082310168&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="GVqL661Ut2cJ" data-did="GVqL661Ut2cJ" data-lid="" data-aid="GVqL661Ut2cJ" data-rp="81"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://dl.acm.org/doi/pdf/10.1145/3656580" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=81&amp;d=7473535212602481177&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="GVqL661Ut2cJ"><span class="gs_ctg2">[PDF]</span> acm.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="GVqL661Ut2cJ" href="https://dl.acm.org/doi/abs/10.1145/3656580" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=81&amp;d=7473535212602481177&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="GVqL661Ut2cJ">Foundations &amp; trends in multimodal <b>machine learning</b>: Principles, challenges, and open questions</a></h3><div class="gs_a"><a href="/citations?user=pKf5LtQAAAAJ&amp;hl=en&amp;oi=sra">PP Liang</a>, <a href="/citations?user=MQFngiMAAAAJ&amp;hl=en&amp;oi=sra">A Zadeh</a>, <a href="/citations?user=APgaFK0AAAAJ&amp;hl=en&amp;oi=sra">LP Morency</a>&nbsp;- ACM Computing Surveys, 2024 - dl.acm.org</div><div class="gs_rs">… <b>machine</b> <b>learning</b> has brought unique computational and theoretical challenges to the <br>
<b>machine</b> <b>learning</b> … and theoretical foundations of multimodal <b>machine</b> <b>learning</b>. We start by …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7473535212602481177&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 287</a> <a href="/scholar?q=related:GVqL661Ut2cJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7473535212602481177&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="2fpcem9BMSMJ" data-did="2fpcem9BMSMJ" data-lid="" data-aid="2fpcem9BMSMJ" data-rp="82"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://sabapub.com/index.php/SMHS/article/download/1225/631" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=82&amp;d=2535880012236389081&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="2fpcem9BMSMJ"><span class="gs_ctg2">[PDF]</span> sabapub.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="2fpcem9BMSMJ" href="https://sabapub.com/index.php/SMHS/article/view/1225" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=82&amp;d=2535880012236389081&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="2fpcem9BMSMJ">Ensemble deep <b>learning </b>and <b>machine learning</b>: applications, opportunities, challenges, and future directions</a></h3><div class="gs_a"><a href="/citations?user=-jyEA9UAAAAJ&amp;hl=en&amp;oi=sra">N Rane</a>, <a href="/citations?user=gtDY6ikAAAAJ&amp;hl=en&amp;oi=sra">SP Choudhary</a>, <a href="/citations?user=EBf3sKoAAAAJ&amp;hl=en&amp;oi=sra">J Rane</a>&nbsp;- Studies in Medical and Health&nbsp;…, 2024 - sabapub.com</div><div class="gs_rs">… of studies on ensemble deep <b>learning</b> and <b>machine</b> <b>learning</b>. Relevant academic papers, … <br>
directions of ensemble <b>learning</b> within both deep <b>learning</b> and <b>machine</b> <b>learning</b> contexts. This …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2535880012236389081&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 102</a> <a href="/scholar?q=related:2fpcem9BMSMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2535880012236389081&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:2fpcem9BMSMJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="sHGKmaPqhvAJ" data-did="sHGKmaPqhvAJ" data-lid="" data-aid="sHGKmaPqhvAJ" data-rp="83"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2075-4418/13/15/2582/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=83&amp;d=17331798204358488496&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="sHGKmaPqhvAJ"><span class="gs_ctg2">[PDF]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="sHGKmaPqhvAJ" href="https://www.mdpi.com/2075-4418/13/15/2582" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=83&amp;d=17331798204358488496&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="sHGKmaPqhvAJ">What is <b>machine learning</b>, artificial neural networks and deep <b>learning</b>?—Examples of practical applications in medicine</a></h3><div class="gs_a"><a href="/citations?user=JHJHh1hdr3gC&amp;hl=en&amp;oi=sra">J Kufel</a>, K Bargieł-Łączek, <a href="/citations?user=W-_7-MYAAAAJ&amp;hl=en&amp;oi=sra">S Kocot</a>, M Koźlik…&nbsp;- Diagnostics, 2023 - mdpi.com</div><div class="gs_rs">… decade, with <b>machine</b> <b>learning</b> (ML) and deep <b>learning</b> (DL) … mimicking cognitive functions, <br>
like <b>learning</b> and problem solving. … , discussing the <b>machine</b> <b>learning</b> methods that have been …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17331798204358488496&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 295</a> <a href="/scholar?q=related:sHGKmaPqhvAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17331798204358488496&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:sHGKmaPqhvAJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="efckXDBJYRcJ" data-did="efckXDBJYRcJ" data-lid="" data-aid="efckXDBJYRcJ" data-rp="84"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2211467X22002115" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=84&amp;d=1684708207666460537&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="efckXDBJYRcJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="efckXDBJYRcJ" href="https://www.sciencedirect.com/science/article/pii/S2211467X22002115" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=84&amp;d=1684708207666460537&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="efckXDBJYRcJ">Artificial intelligence and <b>machine learning </b>in energy systems: A bibliographic perspective</a></h3><div class="gs_a"><a href="/citations?user=4HJMJbIAAAAJ&amp;hl=en&amp;oi=sra">A Entezari</a>, <a href="/citations?user=Jss53rMAAAAJ&amp;hl=en&amp;oi=sra">A Aslani</a>, <a href="/citations?user=uMoggwwAAAAJ&amp;hl=en&amp;oi=sra">R Zahedi</a>, <a href="/citations?user=LpFhrIGTQvMC&amp;hl=en&amp;oi=sra">Y Noorollahi</a>&nbsp;- Energy Strategy Reviews, 2023 - Elsevier</div><div class="gs_rs">… <b>machine</b> <b>learning</b> (ML) was born in the twentieth century to enable computers to simulate <br>
humans' <b>learning</b> … area where artificial intelligence and <b>machine</b> <b>learning</b> can be very beneficial…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1684708207666460537&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 344</a> <a href="/scholar?q=related:efckXDBJYRcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1684708207666460537&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="nGaZuzlK4WQJ" data-did="nGaZuzlK4WQJ" data-lid="" data-aid="nGaZuzlK4WQJ" data-rp="85"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2227-9032/11/3/285" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=85&amp;d=7269172885373675164&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="nGaZuzlK4WQJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="nGaZuzlK4WQJ" href="https://www.mdpi.com/2227-9032/11/3/285" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=85&amp;d=7269172885373675164&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="nGaZuzlK4WQJ">A review of <b>machine learning </b>and deep <b>learning </b>approaches on mental health diagnosis</a></h3><div class="gs_a"><a href="/citations?user=UTdEHPsAAAAJ&amp;hl=en&amp;oi=sra">NK Iyortsuun</a>, SH Kim, M Jhon, <a href="/citations?user=z-GcAeQAAAAJ&amp;hl=en&amp;oi=sra">HJ Yang</a>, <a href="/citations?user=i6ZWbbwAAAAJ&amp;hl=en&amp;oi=sra">S Pant</a>&nbsp;- Healthcare, 2023 - mdpi.com</div><div class="gs_rs">… battle these problems, <b>machine</b> <b>learning</b> approaches have been … With the growing interest <br>
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<b>learning</b> and deep <b>learning</b> in e-… keywords such as ’<b>machine</b> <b>learning</b>’, ’deep <b>learning</b>’, and ’e-…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17097767930294651522&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 103</a> <a href="/scholar?q=related:gkpHQVh5R-0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17097767930294651522&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:gkpHQVh5R-0J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="6k4K_1wkZ2sJ" data-did="6k4K_1wkZ2sJ" data-lid="" data-aid="6k4K_1wkZ2sJ" data-rp="87"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s11467-023-1325-z.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=87&amp;d=7739194466493943530&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="6k4K_1wkZ2sJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="6k4K_1wkZ2sJ" href="https://link.springer.com/article/10.1007/s11467-023-1325-z" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=87&amp;d=7739194466493943530&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="6k4K_1wkZ2sJ">Advances of <b>machine learning </b>in materials science: Ideas and techniques</a></h3><div class="gs_a">SS Chong, <a href="/citations?user=0UznRlYAAAAJ&amp;hl=en&amp;oi=sra">YS Ng</a>, <a href="/citations?user=p_1j_MgAAAAJ&amp;hl=en&amp;oi=sra">HQ Wang</a>, <a href="/citations?user=RfGMwewAAAAJ&amp;hl=en&amp;oi=sra">JC Zheng</a>&nbsp;- Frontiers of Physics, 2024 - Springer</div><div class="gs_rs">… In this big data era, the use of large dataset in conjunction with <b>machine</b> <b>learning</b> (ML) has <br>
been … With the advent of <b>machine</b> <b>learning</b>-based techniques, there has been a paradigm shift: …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7739194466493943530&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 74</a> <a href="/scholar?q=related:6k4K_1wkZ2sJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7739194466493943530&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="aMx5OSwRrNwJ" data-did="aMx5OSwRrNwJ" data-lid="" data-aid="aMx5OSwRrNwJ" data-rp="88"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="aMx5OSwRrNwJ" href="https://www.sciencedirect.com/science/article/pii/B9780323917728000193" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=88&amp;d=15901103265978895464&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="aMx5OSwRrNwJ"><b>Machine learning</b>: Review and trends</a></h3><div class="gs_a"><a href="/citations?user=1rMG_hAAAAAJ&amp;hl=en&amp;oi=sra">MOK Mendonça</a>, <a href="/citations?user=CoS_VBcAAAAJ&amp;hl=en&amp;oi=sra">SL Netto</a>, <a href="/citations?user=bfJ9_t4AAAAJ&amp;hl=en&amp;oi=sra">PSR Diniz</a>…&nbsp;- …&nbsp;and <b>machine learning</b>&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">Abstract <b>Machine</b> <b>learning</b> (ML) entails a set of tools and structures to acquire information <br>
from data. This chapter explains a wide range of tools to learn from data originating from …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15901103265978895464&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 41</a> <a href="/scholar?q=related:aMx5OSwRrNwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15901103265978895464&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="uU3iyfrA7mMJ" data-did="uU3iyfrA7mMJ" data-lid="" data-aid="uU3iyfrA7mMJ" data-rp="89"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2410.08770?" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=89&amp;d=7200905037573410233&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="uU3iyfrA7mMJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="uU3iyfrA7mMJ" href="https://www.nature.com/articles/s41591-024-02902-1" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=89&amp;d=7200905037573410233&amp;ei=aGHkaPe5M46IieoP7dK5sA0" data-clk-atid="uU3iyfrA7mMJ">Causal <b>machine learning </b>for predicting treatment outcomes</a></h3><div class="gs_a"><a href="/citations?user=TtgGRnEAAAAJ&amp;hl=en&amp;oi=sra">S Feuerriegel</a>, <a href="/citations?user=ieyW4WQAAAAJ&amp;hl=en&amp;oi=sra">D Frauen</a>, <a href="/citations?user=EMExrOMAAAAJ&amp;hl=en&amp;oi=sra">V Melnychuk</a>, <a href="/citations?user=GHpjcEsAAAAJ&amp;hl=en&amp;oi=sra">J Schweisthal</a>…&nbsp;- Nature Medicine, 2024 - nature.com</div><div class="gs_rs">Causal <b>machine</b> <b>learning</b> (ML) offers flexible, data-driven methods for predicting treatment <br>
outcomes including efficacy and toxicity, thereby supporting the assessment and safety of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7200905037573410233&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 240</a> <a href="/scholar?q=related:uU3iyfrA7mMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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href="https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2023.1150933/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=90&amp;d=12091877561764534532&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="BNl9sJP6zqcJ"><span class="gs_ctg2">[PDF]</span> frontiersin.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="BNl9sJP6zqcJ" href="https://www.frontiersin.org/articles/10.3389/fmed.2023.1150933/full" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=90&amp;d=12091877561764534532&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="BNl9sJP6zqcJ">Cardiovascular diseases prediction by <b>machine learning </b>incorporation with deep <b>learning</b></a></h3><div class="gs_a"><a href="/citations?user=o_hDi7YAAAAJ&amp;hl=en&amp;oi=sra">S Subramani</a>, <a href="/citations?user=-zitMLAAAAAJ&amp;hl=en&amp;oi=sra">N Varshney</a>, <a href="/citations?user=979yOooAAAAJ&amp;hl=en&amp;oi=sra">MV Anand</a>…&nbsp;- Frontiers in&nbsp;…, 2023 - frontiersin.org</div><div class="gs_rs">… receive, <b>machine</b> <b>learning</b> (ML) is used. Traditional <b>machine</b> <b>learning</b> algorithms are unable <br>
… This research presents a collection of <b>machine</b> <b>learning</b> models that can be used to address …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12091877561764534532&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 111</a> <a href="/scholar?q=related:BNl9sJP6zqcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12091877561764534532&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:BNl9sJP6zqcJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="KKHAg12khaoJ" data-did="KKHAg12khaoJ" data-lid="" data-aid="KKHAg12khaoJ" data-rp="91"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2302.04062" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=91&amp;d=12287407879899619624&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="KKHAg12khaoJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="KKHAg12khaoJ" href="https://arxiv.org/abs/2302.04062" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=91&amp;d=12287407879899619624&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="KKHAg12khaoJ"><b>Machine learning </b>for synthetic data generation: a review</a></h3><div class="gs_a"><a href="/citations?user=jKOmKzEAAAAJ&amp;hl=en&amp;oi=sra">Y Lu</a>, <a href="/citations?user=Fan38-QAAAAJ&amp;hl=en&amp;oi=sra">M Shen</a>, <a href="/citations?user=w3PrbKwAAAAJ&amp;hl=en&amp;oi=sra">H Wang</a>, <a href="/citations?user=AGS_dK8AAAAJ&amp;hl=en&amp;oi=sra">X Wang</a>, <a href="/citations?user=7uq-ueoAAAAJ&amp;hl=en&amp;oi=sra">C van Rechem</a>…&nbsp;- arXiv preprint arXiv&nbsp;…, 2023 - arxiv.org</div><div class="gs_rs">… to under-fitting of <b>machine</b> <b>learning</b> models, and difficulties in … existing studies that employ <br>
<b>machine</b> <b>learning</b> models for the … Additionally, it explores different <b>machine</b> <b>learning</b> methods, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12287407879899619624&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 326</a> <a href="/scholar?q=related:KKHAg12khaoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12287407879899619624&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:KKHAg12khaoJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="djhEFWnzV_kJ" data-did="djhEFWnzV_kJ" data-lid="" data-aid="djhEFWnzV_kJ" data-rp="92"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.cambridge.org/core/services/aop-cambridge-core/content/view/E10088513299784A34BB6EA4204E8B07/S0260210522000031a.pdf/machine_learning_political_orders.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=92&amp;d=17967096871071791222&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="djhEFWnzV_kJ"><span class="gs_ctg2">[PDF]</span> cambridge.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="djhEFWnzV_kJ" href="https://www.cambridge.org/core/journals/review-of-international-studies/article/machine-learning-political-orders/E10088513299784A34BB6EA4204E8B07" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=92&amp;d=17967096871071791222&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="djhEFWnzV_kJ"><b>Machine learning </b>political orders</a></h3><div class="gs_a"><a href="/citations?user=E9b7jowAAAAJ&amp;hl=en&amp;oi=sra">L Amoore</a>&nbsp;- Review of International Studies, 2023 - cambridge.org</div><div class="gs_rs">… as a <b>machine</b> <b>learning</b> problem? In this article I map the contours of <b>machine</b> <b>learning</b> logics <br>
as … This is not equivalent to the claims that the technologies of deep <b>learning</b> algorithms are …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17967096871071791222&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 115</a> <a href="/scholar?q=related:djhEFWnzV_kJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17967096871071791222&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="h4xqC1_mXWoJ" data-did="h4xqC1_mXWoJ" data-lid="" data-aid="h4xqC1_mXWoJ" data-rp="93"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2410.07095?" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=93&amp;d=7664535436742265991&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="h4xqC1_mXWoJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="h4xqC1_mXWoJ" href="https://arxiv.org/abs/2410.07095" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=93&amp;d=7664535436742265991&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="h4xqC1_mXWoJ">Mle-bench: Evaluating <b>machine learning </b>agents on <b>machine learning </b>engineering</a></h3><div class="gs_a"><a href="/citations?user=iUGazLcAAAAJ&amp;hl=en&amp;oi=sra">JS Chan</a>, <a href="/citations?user=-KN22JEAAAAJ&amp;hl=en&amp;oi=sra">N Chowdhury</a>, O Jaffe, <a href="/citations?user=uZRo5QMAAAAJ&amp;hl=en&amp;oi=sra">J Aung</a>…&nbsp;- arXiv preprint arXiv&nbsp;…, 2024 - arxiv.org</div><div class="gs_rs">… We introduce MLE-bench, a benchmark for measuring how well AI agents perform at <b>machine</b> <br>
<b>learning</b> engineering. To this end, we curate 75 ML engineeringrelated competitions from …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7664535436742265991&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 104</a> <a href="/scholar?q=related:h4xqC1_mXWoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7664535436742265991&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:h4xqC1_mXWoJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="jpEzud1scLYJ" data-did="jpEzud1scLYJ" data-lid="" data-aid="jpEzud1scLYJ" data-rp="94"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.annualreviews.org/content/journals/10.1146/annurev-earth-071822-100323?crawler=true&amp;mimetype=application/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=94&amp;d=13146127011845214606&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="jpEzud1scLYJ"><span class="gs_ctg2">[PDF]</span> annualreviews.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="jpEzud1scLYJ" href="https://www.annualreviews.org/content/journals/10.1146/annurev-earth-071822-100323" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=94&amp;d=13146127011845214606&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="jpEzud1scLYJ"><b>Machine learning </b>in earthquake seismology</a></h3><div class="gs_a"><a href="/citations?user=fcXLzLgAAAAJ&amp;hl=en&amp;oi=sra">SM Mousavi</a>, <a href="/citations?user=R73nAI4AAAAJ&amp;hl=en&amp;oi=sra">GC Beroza</a>&nbsp;- Annual Review of Earth and&nbsp;…, 2023 - annualreviews.org</div><div class="gs_rs"><b>Machine</b> <b>learning</b> (ML) is a collection of methods used to develop understanding and predictive <br>
capability by <b>learning</b> relationships embedded in data. ML methods are becoming the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13146127011845214606&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 227</a> <a href="/scholar?q=related:jpEzud1scLYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13146127011845214606&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="3EELQaAanDEJ" data-did="3EELQaAanDEJ" data-lid="" data-aid="3EELQaAanDEJ" data-rp="95"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://papers.ssrn.com/sol3/Delivery.cfm?abstractid=4331923" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=95&amp;d=3574761479813677532&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="3EELQaAanDEJ"><span class="gs_ctg2">[PDF]</span> ssrn.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="3EELQaAanDEJ" href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4331923" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=95&amp;d=3574761479813677532&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="3EELQaAanDEJ"><b>Machine learning </b>process evaluating damage classification of composites</a></h3><div class="gs_a">M Amini, <a href="/citations?user=BZUUDagAAAAJ&amp;hl=en&amp;oi=sra">A Rahmani</a>&nbsp;- International Journal of Science and&nbsp;…, 2023 - papers.ssrn.com</div><div class="gs_rs">… traditional <b>machine</b> <b>learning</b> algorithms such as K-nearest neighbors, support vector <b>machine</b>… <br>
measurements in composite materials with <b>machine</b> <b>learning</b> tools, this work contributes to …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3574761479813677532&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 148</a> <a href="/scholar?q=related:3EELQaAanDEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3574761479813677532&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:3EELQaAanDEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="iEEZV0iIa6MJ" data-did="iEEZV0iIa6MJ" data-lid="" data-aid="iEEZV0iIa6MJ" data-rp="96"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S016882782300017X" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=96&amp;d=11775655494970589576&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="iEEZV0iIa6MJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="iEEZV0iIa6MJ" href="https://www.sciencedirect.com/science/article/pii/S016882782300017X" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=96&amp;d=11775655494970589576&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="iEEZV0iIa6MJ">Artificial intelligence, <b>machine learning</b>, and deep <b>learning </b>in liver transplantation</a></h3><div class="gs_a"><a href="/citations?user=-Q2cfUgAAAAJ&amp;hl=en&amp;oi=sra">M Bhat</a>, <a href="/citations?user=W0ZQWbwAAAAJ&amp;hl=en&amp;oi=sra">M Rabindranath</a>, <a href="/citations?user=nixguTEAAAAJ&amp;hl=en&amp;oi=sra">BS Chara</a>, <a href="/citations?user=w1qn6nsAAAAJ&amp;hl=en&amp;oi=sra">DA Simonetto</a>&nbsp;- Journal of hepatology, 2023 - Elsevier</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> and deep <b>learning</b> could be applied in both the pre- and post-LT settings. <br>
Some examples of AI applications pre-transplant include optimising transplant candidacy …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11775655494970589576&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 170</a> <a href="/scholar?q=related:iEEZV0iIa6MJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11775655494970589576&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="QRgp1GXK6UUJ" data-did="QRgp1GXK6UUJ" data-lid="" data-aid="QRgp1GXK6UUJ" data-rp="97"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://journals.lww.com/nrronline/_layouts/15/oaks.journals/downloadpdf.aspx?an=01300535-202404000-00019" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=97&amp;d=5037780196890581057&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="QRgp1GXK6UUJ"><span class="gs_ctg2">[PDF]</span> lww.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="QRgp1GXK6UUJ" href="https://journals.lww.com/nrronline/fulltext/2024/04000/machine_learning_applications_in_stroke_medicine_.19.aspx" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=97&amp;d=5037780196890581057&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="QRgp1GXK6UUJ"><b>Machine learning </b>applications in stroke medicine: advancements, challenges, and future prospectives</a></h3><div class="gs_a"><a href="/citations?user=rLVBp7kAAAAJ&amp;hl=en&amp;oi=sra">M Daidone</a>, S Ferrantelli…&nbsp;- Neural regeneration&nbsp;…, 2024 - journals.lww.com</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> promises to revolutionize stroke medicine … realizing the full potential of <br>
<b>machine</b> <b>learning</b> in stroke care, … current implications of <b>machine</b> <b>learning</b> in stroke diagnosis, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5037780196890581057&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 98</a> <a href="/scholar?q=related:QRgp1GXK6UUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5037780196890581057&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="CTbPnpoaNMEJ" data-did="CTbPnpoaNMEJ" data-lid="" data-aid="CTbPnpoaNMEJ" data-rp="98"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.infedu.vu.lt/journal/INFEDU/article/742/file/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=98&amp;d=13921781599500711433&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="CTbPnpoaNMEJ"><span class="gs_ctg2">[PDF]</span> vu.lt</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="CTbPnpoaNMEJ" href="https://www.ceeol.com/search/article-detail?id=1192082" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=98&amp;d=13921781599500711433&amp;ei=b2HkaLzJBPKOieoP85S7oQk" data-clk-atid="CTbPnpoaNMEJ">Findings on teaching <b>machine learning </b>in high school: A ten-year systematic literature review</a></h3><div class="gs_a"><a href="/citations?user=8SWqOv8AAAAJ&amp;hl=en&amp;oi=sra">RM Martins</a>, <a href="/citations?user=SXkE1UkAAAAJ&amp;hl=en&amp;oi=sra">C Gresse Von Wangenheim</a>&nbsp;- Informatics in Education, 2023 - ceeol.com</div><div class="gs_rs">… <b>Machine</b> <b>Learning</b> (ML) is becoming increasingly present in our lives. Thus, it is important <br>
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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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class="gs_rs">… <b>machine</b> <b>learning</b> can produce an important role in COVID-19 investigations, prediction, and <br>
discrimination. In conclusion, <b>machine</b> <b>learning</b> … Supervised <b>learning</b> showed better results …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12963796769125704392&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 353</a> <a href="/scholar?q=related:yCIY9Hmo6LMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12963796769125704392&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="4vAzy2CVlmgJ" data-did="4vAzy2CVlmgJ" data-lid="" data-aid="4vAzy2CVlmgJ" data-rp="101"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="4vAzy2CVlmgJ" href="https://ui.adsabs.harvard.edu/abs/2024arXiv240301759Z/abstract" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=101&amp;d=7536375269409681634&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="4vAzy2CVlmgJ">Open-world <b>machine learning</b>: A review and new outlooks</a></h3><div class="gs_a"><a href="/citations?user=fjZ1CBwAAAAJ&amp;hl=en&amp;oi=sra">F Zhu</a>, <a href="/citations?user=pLVzF3cAAAAJ&amp;hl=en&amp;oi=sra">S Ma</a>, <a href="/citations?user=zcwWjhUAAAAJ&amp;hl=en&amp;oi=sra">Z Cheng</a>, <a href="/citations?user=xl11SEMAAAAJ&amp;hl=en&amp;oi=sra">XY Zhang</a>, <a href="/citations?user=qxWfV6cAAAAJ&amp;hl=en&amp;oi=sra">Z Zhang</a>…&nbsp;- arXiv e&nbsp;…, 2024 - ui.adsabs.harvard.edu</div><div class="gs_rs">… <b>machine</b> <b>learning</b> by investigating unknown rejection, novel class discovery, and class-incremental <br>
<b>learning</b> … the emerging open-world <b>machine</b> <b>learning</b> paradigm, to help researchers …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7536375269409681634&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 46</a> <a href="/scholar?q=related:4vAzy2CVlmgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="j3BJa864bN4J" data-did="j3BJa864bN4J" data-lid="" data-aid="j3BJa864bN4J" data-rp="102"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2095809923002813" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=102&amp;d=16027388370607501455&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="j3BJa864bN4J"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="j3BJa864bN4J" href="https://www.sciencedirect.com/science/article/pii/S2095809923002813" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=102&amp;d=16027388370607501455&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="j3BJa864bN4J"><b>Machine learning </b>for chemistry: basics and applications</a></h3><div class="gs_a">YF Shi, ZX Yang, <a href="/citations?user=x_6QZokAAAAJ&amp;hl=en&amp;oi=sra">S Ma</a>, <a href="/citations?user=o6vBDfYAAAAJ&amp;hl=en&amp;oi=sra">PL Kang</a>, C Shang, <a href="/citations?user=GNuXfeQAAAAJ&amp;hl=en&amp;oi=sra">P Hu</a>…&nbsp;- Engineering, 2023 - Elsevier</div><div class="gs_rs">The past decade has seen a sharp increase in <b>machine</b> <b>learning</b> (ML) applications in <br>
scientific research. This review introduces the basic constituents of ML, including databases, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16027388370607501455&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 67</a> <a href="/scholar?q=related:j3BJa864bN4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=16027388370607501455&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="cLWujzrXgLEJ" data-did="cLWujzrXgLEJ" data-lid="" data-aid="cLWujzrXgLEJ" data-rp="103"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Yazan-Otoum-Phd-Peng/publication/379383388_Machine_Learning_in_Metaverse_Security_Current_Solutions_and_Future_Challenges/links/66da53e4bd20173667b957f9/Machine-Learning-in-Metaverse-Security-Current-Solutions-and-Future-Challenges.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=103&amp;d=12790459588250875248&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="cLWujzrXgLEJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="cLWujzrXgLEJ" href="https://dl.acm.org/doi/abs/10.1145/3654663" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=103&amp;d=12790459588250875248&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="cLWujzrXgLEJ"><b>Machine learning </b>in metaverse security: Current solutions and future challenges</a></h3><div class="gs_a"><a href="/citations?user=XU-oHbgAAAAJ&amp;hl=en&amp;oi=sra">Y Otoum</a>, N Gottimukkala, <a href="/citations?user=gL9gR-4AAAAJ&amp;hl=en&amp;oi=sra">N Kumar</a>, <a href="/citations?user=ttUIYysAAAAJ&amp;hl=en&amp;oi=sra">A Nayak</a>&nbsp;- ACM Computing Surveys, 2024 - dl.acm.org</div><div class="gs_rs">… This article undertakes a comprehensive study of the security and privacy challenges facing <br>
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<b>learning</b> (… <b>Machine</b> <b>learning</b> algorithms can now extract high-level financial market data …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5416951886973230283&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 184</a> <a href="/scholar?q=related:y9xrfArhLEsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5416951886973230283&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:y9xrfArhLEsJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="9Uj1onPKm6AJ" data-did="9Uj1onPKm6AJ" data-lid="" data-aid="9Uj1onPKm6AJ" data-rp="105"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2023GL107377" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=105&amp;d=11573066265462655221&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="9Uj1onPKm6AJ"><span class="gs_ctg2">[PDF]</span> wiley.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="9Uj1onPKm6AJ" href="https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2023GL107377" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=105&amp;d=11573066265462655221&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="9Uj1onPKm6AJ">On some limitations of current <b>machine learning </b>weather prediction models</a></h3><div class="gs_a">M Bonavita&nbsp;- Geophysical Research Letters, 2024 - Wiley Online Library</div><div class="gs_rs">Abstract <b>Machine</b> <b>Learning</b> (ML) is having a profound impact in the domain of Weather and <br>
Climate Prediction. A recent development in this area has been the emergence of fully data‐…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11573066265462655221&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 110</a> <a href="/scholar?q=related:9Uj1onPKm6AJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11573066265462655221&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="vOgH-Ahlx4UJ" data-did="vOgH-Ahlx4UJ" data-lid="" data-aid="vOgH-Ahlx4UJ" data-rp="106"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="vOgH-Ahlx4UJ" href="https://www.sciencedirect.com/science/article/pii/S0747563224000797" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=106&amp;d=9639784616605247676&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="vOgH-Ahlx4UJ">An interactive teaching evaluation system for preschool education in universities based on <b>machine learning </b>algorithm</a></h3><div class="gs_a">D Li&nbsp;- Computers in human behavior, 2024 - Elsevier</div><div class="gs_rs">… <b>machine</b> <b>learning</b> algorithm. The experimental results show that the classification model <br>
realized by the <b>machine</b> <b>learning</b> … algorithms as the meta-<b>learning</b> algorithm in the framework, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9639784616605247676&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 62</a> <a href="/scholar?q=related:vOgH-Ahlx4UJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=9639784616605247676&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="iHooCT_6jHUJ" data-did="iHooCT_6jHUJ" data-lid="" data-aid="iHooCT_6jHUJ" data-rp="107"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s40745-022-00444-2.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=107&amp;d=8470420147820591752&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="iHooCT_6jHUJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="iHooCT_6jHUJ" href="https://link.springer.com/article/10.1007/s40745-022-00444-2" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=107&amp;d=8470420147820591752&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="iHooCT_6jHUJ"><b>Machine learning </b>for intelligent data analysis and automation in cybersecurity: current and future prospects</a></h3><div class="gs_a"><a href="/citations?user=FR9o1hcAAAAJ&amp;hl=en&amp;oi=sra">IH Sarker</a>&nbsp;- Annals of Data Science, 2023 - Springer</div><div class="gs_rs">… Therefore, it’s crucial to understand the fundamentals of various <b>machine</b> <b>learning</b> … <br>
importance of <b>machine</b> <b>learning</b>, we provide a comprehensive view of <b>machine</b> <b>learning</b> algorithms …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8470420147820591752&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 301</a> <a href="/scholar?q=related:iHooCT_6jHUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8470420147820591752&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Dnp8KmqbUfUJ" data-did="Dnp8KmqbUfUJ" data-lid="" data-aid="Dnp8KmqbUfUJ" data-rp="108"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://merl.com/publications/docs/TR2023-089.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=108&amp;d=17677080892687546894&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="Dnp8KmqbUfUJ"><span class="gs_ctg2">[PDF]</span> merl.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Dnp8KmqbUfUJ" href="https://ieeexplore.ieee.org/abstract/document/10089400/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=108&amp;d=17677080892687546894&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="Dnp8KmqbUfUJ">Sensing and <b>machine learning </b>for automotive perception: A review</a></h3><div class="gs_a"><a href="/citations?user=ZKAFW5UAAAAJ&amp;hl=en&amp;oi=sra">A Pandharipande</a>, <a href="/citations?user=e3RTgfMAAAAJ&amp;hl=en&amp;oi=sra">CH Cheng</a>, <a href="/citations?user=dboVuDYAAAAJ&amp;hl=en&amp;oi=sra">J Dauwels</a>…&nbsp;- IEEE Sensors&nbsp;…, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… processing algorithms and the role of <b>machine</b> <b>learning</b> techniques, methodologies for validating <br>
… The technical challenges for each aspect are analyzed, emphasizing <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17677080892687546894&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 136</a> <a href="/scholar?q=related:Dnp8KmqbUfUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17677080892687546894&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Vfclp3ROMlAJ" data-did="Vfclp3ROMlAJ" data-lid="" data-aid="Vfclp3ROMlAJ" data-rp="109"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ieeexplore.ieee.org/iel7/6287639/6514899/10271389.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=109&amp;d=5778767534797223765&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="Vfclp3ROMlAJ"><span class="gs_ctg2">[PDF]</span> ieee.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Vfclp3ROMlAJ" href="https://ieeexplore.ieee.org/abstract/document/10271389/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=109&amp;d=5778767534797223765&amp;ei=dWHkaLOLEtTZzwLty7vgBQ" data-clk-atid="Vfclp3ROMlAJ">Predicting agriculture yields based on <b>machine learning </b>using regression and deep <b>learning</b></a></h3><div class="gs_a"><a href="/citations?user=CjBfwkQAAAAJ&amp;hl=en&amp;oi=sra">P Sharma</a>, <a href="/citations?user=9QLNzjwAAAAJ&amp;hl=en&amp;oi=sra">P Dadheech</a>, <a href="/citations?user=iNKEYXkAAAAJ&amp;hl=en&amp;oi=sra">N Aneja</a>, <a href="/citations?user=poAh_T8AAAAJ&amp;hl=en&amp;oi=sra">S Aneja</a>&nbsp;- IEEE Access, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… In order to forecast India’s crop yield, this study uses various <b>machine</b> <b>learning</b> and deep <br>
<b>learning</b> approaches. The study underlines the advantages of cutting-edge procedures. It is …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5778767534797223765&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 110</a> <a href="/scholar?q=related:Vfclp3ROMlAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5778767534797223765&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://www.sciencedirect.com/science/article/pii/S0950705123009449" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=110&amp;d=921486625508995523&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="w7G8IjTHyQwJ"><b>Machine Learning </b>and Genetic Algorithms: A case study on image reconstruction</a></h3><div class="gs_a"><a href="/citations?user=fRBgVakAAAAJ&amp;hl=en&amp;oi=sra">C Cavallaro</a>, <a href="/citations?user=Pv_ho00AAAAJ&amp;hl=en&amp;oi=sra">V Cutello</a>, <a href="/citations?user=SfOIaw0AAAAJ&amp;hl=en&amp;oi=sra">M Pavone</a>, <a href="/citations?user=9EDo94cAAAAJ&amp;hl=en&amp;oi=sra">F Zito</a>&nbsp;- Knowledge-Based Systems, 2024 - Elsevier</div><div class="gs_rs">… of <b>machine</b> <b>learning</b> techniques to optimization problems and propose a novel integration <br>
between metaheuristics and <b>machine</b> <b>learning</b> … algorithm that uses <b>machine</b> <b>learning</b> to quickly …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=921486625508995523&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 52</a> <a href="/scholar?q=related:w7G8IjTHyQwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=921486625508995523&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="vJuc7CkSQvsJ" data-did="vJuc7CkSQvsJ" data-lid="" data-aid="vJuc7CkSQvsJ" data-rp="111"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2023.1281880/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=111&amp;d=18105053423255460796&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="vJuc7CkSQvsJ"><span class="gs_ctg2">[PDF]</span> frontiersin.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="vJuc7CkSQvsJ" href="https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2023.1281880/full" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=111&amp;d=18105053423255460796&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="vJuc7CkSQvsJ">Accurately identifying hemagglutinin using sequence information and <b>machine learning </b>methods</a></h3><div class="gs_a">X Zou, L Ren, P Cai, <a href="/citations?user=CdGlO7kAAAAJ&amp;hl=en&amp;oi=sra">Y Zhang</a>, <a href="/citations?user=acXURzgAAAAJ&amp;hl=en&amp;oi=sra">H Ding</a>, K Deng…&nbsp;- Frontiers in&nbsp;…, 2023 - frontiersin.org</div><div class="gs_rs">… By perform feature optimization and inputting them four kinds of <b>machine</b> <b>learning</b> <br>
methods, we constructed an integrated classifier model using the stacking algorithm. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=18105053423255460796&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 110</a> <a href="/scholar?q=related:vJuc7CkSQvsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=18105053423255460796&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:vJuc7CkSQvsJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="1Av1yBClmUUJ" data-did="1Av1yBClmUUJ" data-lid="" data-aid="1Av1yBClmUUJ" data-rp="112"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2076-3417/13/14/8275" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=112&amp;d=5015221151563320276&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="1Av1yBClmUUJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="1Av1yBClmUUJ" href="https://www.mdpi.com/2076-3417/13/14/8275" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=112&amp;d=5015221151563320276&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="1Av1yBClmUUJ">A brief review of <b>machine learning </b>algorithms in forest fires science</a></h3><div class="gs_a"><a href="/citations?user=4dqGSiAAAAAJ&amp;hl=en&amp;oi=sra">R Alkhatib</a>, <a href="/citations?user=LkEsUHcAAAAJ&amp;hl=en&amp;oi=sra">W Sahwan</a>, <a href="/citations?user=yj_h0GOHv9QC&amp;hl=en&amp;oi=sra">A Alkhatieb</a>, <a href="/citations?user=bdRCtPEAAAAJ&amp;hl=en&amp;oi=sra">B Schütt</a>&nbsp;- Applied Sciences, 2023 - mdpi.com</div><div class="gs_rs">… lot of interest in <b>machine</b> <b>learning</b> techniques. The <b>machine</b> <b>learning</b> methods that are used <br>
… research gaps and recent studies that use <b>machine</b> <b>learning</b> techniques to study forest fires. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5015221151563320276&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 115</a> <a href="/scholar?q=related:1Av1yBClmUUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5015221151563320276&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:1Av1yBClmUUJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="QEvF6HQOmSoJ" data-did="QEvF6HQOmSoJ" data-lid="" data-aid="QEvF6HQOmSoJ" data-rp="113"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ieeexplore.ieee.org/iel7/6287639/6514899/10401918.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=113&amp;d=3069500516313942848&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="QEvF6HQOmSoJ"><span class="gs_ctg2">[PDF]</span> ieee.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="QEvF6HQOmSoJ" href="https://ieeexplore.ieee.org/abstract/document/10401918/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=113&amp;d=3069500516313942848&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="QEvF6HQOmSoJ"><b>Machine learning </b>solutions for the security of wireless sensor networks: A review</a></h3><div class="gs_a"><a href="/citations?user=h3X_qMkAAAAJ&amp;hl=en&amp;oi=sra">YY Ghadi</a>, <a href="/citations?user=3CHEaXUAAAAJ&amp;hl=en&amp;oi=sra">T Mazhar</a>, <a href="/citations?user=S2TXutMAAAAJ&amp;hl=en&amp;oi=sra">T Al Shloul</a>, <a href="/citations?user=2dy_xfMAAAAJ&amp;hl=en&amp;oi=sra">T Shahzad</a>…&nbsp;- Ieee&nbsp;…, 2024 - ieeexplore.ieee.org</div><div class="gs_rs">… different <b>machine</b> <b>learning</b> … <b>Machine</b> <b>learning</b> algorithms that are used to secure wireless <br>
sensor networks. Moreover, this study also addresses issues of adapting <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3069500516313942848&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 74</a> <a href="/scholar?q=related:QEvF6HQOmSoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3069500516313942848&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="u_HQUYx80mkJ" data-did="u_HQUYx80mkJ" data-lid="" data-aid="u_HQUYx80mkJ" data-rp="114"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2504-4990/5/1/13" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=114&amp;d=7625294061201584571&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="u_HQUYx80mkJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="u_HQUYx80mkJ" href="https://www.mdpi.com/2504-4990/5/1/13" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=114&amp;d=7625294061201584571&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="u_HQUYx80mkJ"><b>Machine learning </b>and prediction of infectious diseases: a systematic review</a></h3><div class="gs_a">OE Santangelo, <a href="/citations?user=Khu3TOcAAAAJ&amp;hl=en&amp;oi=sra">V Gentile</a>, S Pizzo, D Giordano…&nbsp;- <b>Machine Learning </b>and&nbsp;…, 2023 - mdpi.com</div><div class="gs_rs">… the art in the use of <b>machine</b> <b>learning</b> for the prediction of infectious diseases. We will <br>
focus on recent, high-quality studies that have applied <b>machine</b>-<b>learning</b> techniques to real-world …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7625294061201584571&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 124</a> <a href="/scholar?q=related:u_HQUYx80mkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7625294061201584571&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:u_HQUYx80mkJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="d0_NEa3cY0oJ" data-did="d0_NEa3cY0oJ" data-lid="" data-aid="d0_NEa3cY0oJ" data-rp="115"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="d0_NEa3cY0oJ" href="https://link.springer.com/article/10.1007/s11831-022-09841-5" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=115&amp;d=5360370617387143031&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="d0_NEa3cY0oJ">The role of <b>machine learning </b>in tribology: A systematic review</a></h3><div class="gs_a"><a href="/citations?user=pj7xLO8AAAAJ&amp;hl=en&amp;oi=sra">UMR Paturi</a>, <a href="/citations?user=PFdkeGsAAAAJ&amp;hl=en&amp;oi=sra">ST Palakurthy</a>, <a href="/citations?user=ixqENAQAAAAJ&amp;hl=en&amp;oi=sra">NS Reddy</a>&nbsp;- Archives of Computational&nbsp;…, 2023 - Springer</div><div class="gs_rs">… Unlike other statistical tools, <b>machine</b> <b>learning</b> does not … While AI-based <b>machine</b> <b>learning</b> <br>
approaches have been … of the role of <b>machine</b> <b>learning</b> in tribological research and pave the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5360370617387143031&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 102</a> <a href="/scholar?q=related:d0_NEa3cY0oJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5360370617387143031&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="wivBNEwHGzYJ" data-did="wivBNEwHGzYJ" data-lid="" data-aid="wivBNEwHGzYJ" data-rp="116"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="wivBNEwHGzYJ" href="https://link.springer.com/article/10.1007/s10115-023-02010-5" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=116&amp;d=3898717926303280066&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="wivBNEwHGzYJ">Feature selection techniques for <b>machine learning</b>: a survey of more than two decades of research</a></h3><div class="gs_a"><a href="/citations?user=FRovcaIAAAAJ&amp;hl=en&amp;oi=sra">D Theng</a>, <a href="/citations?user=MCYhfeYAAAAJ&amp;hl=en&amp;oi=sra">KK Bhoyar</a>&nbsp;- Knowledge and Information Systems, 2024 - Springer</div><div class="gs_rs">… the performance, reliability, and interpretability of a <b>machine</b> <b>learning</b> model. Feature selection <br>
is a widely used technique in <b>machine</b> <b>learning</b> and data mining and has a wide range of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3898717926303280066&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 330</a> <a href="/scholar?q=related:wivBNEwHGzYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3898717926303280066&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="3orzYbreDVYJ" data-did="3orzYbreDVYJ" data-lid="" data-aid="3orzYbreDVYJ" data-rp="117"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="3orzYbreDVYJ" href="https://search.ebscohost.com/login.aspx?direct=true&amp;profile=ehost&amp;scope=site&amp;authtype=crawler&amp;jrnl=11343060&amp;AN=178877234&amp;h=BefEMiokxDxPCYUDxgpQN7hDU30eYMA6RzvP4i3%2FsxlAqNbxxnP5JFKv0t05bV22VfSoeddxpdTmOmAh1GDygQ%3D%3D&amp;crl=c" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=117&amp;d=6200857154047675102&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="3orzYbreDVYJ">Application of <b>Machine Learning </b>and Deep <b>Learning </b>in Finite Element Analysis: A Comprehensive Review.</a></h3><div class="gs_a"><a href="/citations?user=I8WkJfoAAAAJ&amp;hl=en&amp;oi=sra">D Nath</a>, <a href="/citations?user=a7LQA8cAAAAJ&amp;hl=en&amp;oi=sra">DR Neog</a>, <a href="/citations?user=rW3-iDMAAAAJ&amp;hl=en&amp;oi=sra">SS Gautam</a>&nbsp;- Archives of computational&nbsp;…, 2024 - search.ebscohost.com</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> (ML) has evolved as a technology used in even broader domains, ranging <br>
… <b>Machine</b> <b>learning</b> MLMM <b>Machine</b> <b>learning</b> material model NURBS Non-uniform rational B-…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6200857154047675102&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 83</a> <a href="/scholar?q=related:3orzYbreDVYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="JYbul1S2dx8J" data-did="JYbul1S2dx8J" data-lid="" data-aid="JYbul1S2dx8J" data-rp="118"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://advanced.onlinelibrary.wiley.com/doi/pdfdirect/10.1002/adom.202203104" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=118&amp;d=2267481411846833701&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="JYbul1S2dx8J"><span class="gs_ctg2">[PDF]</span> wiley.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="JYbul1S2dx8J" href="https://advanced.onlinelibrary.wiley.com/doi/abs/10.1002/adom.202203104" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=118&amp;d=2267481411846833701&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="JYbul1S2dx8J">Recent progresses in <b>machine learning </b>assisted Raman spectroscopy</a></h3><div class="gs_a"><a href="/citations?user=mhPV-UAAAAAJ&amp;hl=en&amp;oi=sra">Y Qi</a>, D Hu, Y Jiang, <a href="/citations?user=vwTyyHoAAAAJ&amp;hl=en&amp;oi=sra">Z Wu</a>, <a href="/citations?user=eltmx4cAAAAJ&amp;hl=en&amp;oi=sra">M Zheng</a>…&nbsp;- Advanced Optical&nbsp;…, 2023 - Wiley Online Library</div><div class="gs_rs">… Generally speaking, <b>machine</b> <b>learning</b> applied to chemical data such as Raman spectra … <br>
or employed predating <b>machine</b> <b>learning</b>). We note that <b>machine</b> <b>learning</b> is a method of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2267481411846833701&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 181</a> <a href="/scholar?q=related:JYbul1S2dx8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2267481411846833701&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="xJu7nWkq2sAJ" data-did="xJu7nWkq2sAJ" data-lid="" data-aid="xJu7nWkq2sAJ" data-rp="119"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="xJu7nWkq2sAJ" href="https://www.nature.com/articles/s41587-024-02127-0" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=119&amp;d=13896466233311337412&amp;ei=e2HkaMi0IMasieoP3am_iQM" data-clk-atid="xJu7nWkq2sAJ"><b>Machine learning </b>for functional protein design</a></h3><div class="gs_a"><a href="/citations?user=soxv0s0AAAAJ&amp;hl=en&amp;oi=sra">P Notin</a>, <a href="/citations?user=TveAliEAAAAJ&amp;hl=en&amp;oi=sra">N Rollins</a>, <a href="/citations?user=SIayDoQAAAAJ&amp;hl=en&amp;oi=sra">Y Gal</a>, <a href="/citations?user=4R7_wW8AAAAJ&amp;hl=en&amp;oi=sra">C Sander</a>, <a href="/citations?user=qFmoeNkAAAAJ&amp;hl=en&amp;oi=sra">D Marks</a>&nbsp;- Nature biotechnology, 2024 - nature.com</div><div class="gs_rs">… To make sense of the exploding diversity of <b>machine</b> <b>learning</b> approaches, we introduce a <br>
unifying framework that classifies models on the basis of their use of three core data modalities…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13896466233311337412&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 207</a> <a href="/scholar?q=related:xJu7nWkq2sAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13896466233311337412&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div></div><div id="gs_res_ccl_bot"><div class="gs_r gs_alrt_btm gs_oph gs_ota"><a href="/scholar_alerts?view_op=create_alert_options&amp;hl=en&amp;alert_query=%22machine+learning%22&amp;alert_params=%3Fhl%3Den%26as_sdt%3D0,20" class="gs_btnM gs_in_ib"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Create alert</span></a></div><div id="gs_n" 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class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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class="gs_rs">… review of Quantum <b>Machine</b> <b>Learning</b> from the … <b>Machine</b> <b>Learning</b> algorithms from a computer <br>
scientist’s perspective, we discuss a set of basic algorithms for Quantum <b>Machine</b> <b>Learning</b>…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=18084127375211838343&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 204</a> <a href="/scholar?q=related:hztrsAi69_oJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=18084127375211838343&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 15 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:hztrsAi69_oJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="mn4Vx6uerNkJ" data-did="mn4Vx6uerNkJ" data-lid="" data-aid="mn4Vx6uerNkJ" data-rp="121"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="mn4Vx6uerNkJ" href="https://link.springer.com/chapter/10.1007/978-3-031-42536-3_33" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=121&amp;d=15685086062841265818&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="mn4Vx6uerNkJ">The impact of data normalization on the accuracy of <b>machine learning </b>algorithms: A comparative analysis</a></h3><div class="gs_a">K Cabello-Solorzano, I Ortigosa de Araujo…&nbsp;- …&nbsp;conference on soft&nbsp;…, 2023 - Springer</div><div class="gs_rs">… as an important aspect in <b>machine</b> <b>learning</b>. The results of this … strategy for <b>machine</b> <b>learning</b> <br>
in classification problems. … their applicability and benefits in <b>machine</b> <b>learning</b>. In Sect. 3 we …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15685086062841265818&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 204</a> <a href="/scholar?q=related:mn4Vx6uerNkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15685086062841265818&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="MvG6pISpcVAJ" data-did="MvG6pISpcVAJ" data-lid="" data-aid="MvG6pISpcVAJ" data-rp="122"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2301.04027" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=122&amp;d=5796600582567031090&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="MvG6pISpcVAJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="MvG6pISpcVAJ" href="https://www.nature.com/articles/s43017-023-00450-9" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=122&amp;d=5796600582567031090&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="MvG6pISpcVAJ">Differentiable modelling to unify <b>machine learning </b>and physical models for geosciences</a></h3><div class="gs_a"><a href="/citations?user=wGOOJi8AAAAJ&amp;hl=en&amp;oi=sra">C Shen</a>, <a href="/citations?user=E0YZuSgAAAAJ&amp;hl=en&amp;oi=sra">AP Appling</a>, <a href="/citations?user=1KXRphAAAAAJ&amp;hl=en&amp;oi=sra">P Gentine</a>, <a href="/citations?user=YvlXlKEAAAAJ&amp;hl=en&amp;oi=sra">T Bandai</a>…&nbsp;- Nature Reviews Earth &amp;&nbsp;…, 2023 - nature.com</div><div class="gs_rs">… -based modelling and <b>machine</b> <b>learning</b> in the … <b>machine</b> <b>learning</b>. It offers better interpretability, <br>
generalizability, and extrapolation capabilities than purely data-driven <b>machine</b> <b>learning</b>, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5796600582567031090&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 294</a> <a href="/scholar?q=related:MvG6pISpcVAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5796600582567031090&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 23 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="vkRu5ugsrJUJ" data-did="vkRu5ugsrJUJ" data-lid="" data-aid="vkRu5ugsrJUJ" data-rp="123"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://proceedings.neurips.cc/paper_files/paper/2023/file/e15790966a4a9d85d688635c88ee6d8a-Paper-Conference.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=123&amp;d=10785044586455516350&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="vkRu5ugsrJUJ"><span class="gs_ctg2">[PDF]</span> neurips.cc</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="vkRu5ugsrJUJ" href="https://proceedings.neurips.cc/paper_files/paper/2023/hash/e15790966a4a9d85d688635c88ee6d8a-Abstract-Conference.html" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=123&amp;d=10785044586455516350&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="vkRu5ugsrJUJ">Towards foundation models for scientific <b>machine learning</b>: Characterizing scaling and transfer behavior</a></h3><div class="gs_a"><a href="/citations?user=MrbuNE8AAAAJ&amp;hl=en&amp;oi=sra">S Subramanian</a>, <a href="/citations?user=Wy1O7t0AAAAJ&amp;hl=en&amp;oi=sra">P Harrington</a>…&nbsp;- Advances in&nbsp;…, 2023 - proceedings.neurips.cc</div><div class="gs_rs">… Pre-trained <b>machine</b> <b>learning</b> (ML) models have shown great performance for a wide range <br>
… <b>machine</b> <b>learning</b> (SciML) applications, specifically in the context of transfer <b>learning</b>. We …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10785044586455516350&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 130</a> <a href="/scholar?q=related:vkRu5ugsrJUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10785044586455516350&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:vkRu5ugsrJUJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="qYt2mDsTYRQJ" data-did="qYt2mDsTYRQJ" data-lid="" data-aid="qYt2mDsTYRQJ" data-rp="124"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s13042-023-02083-2.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=124&amp;d=1468476100181396393&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="qYt2mDsTYRQJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="qYt2mDsTYRQJ" href="https://link.springer.com/article/10.1007/s13042-023-02083-2" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=124&amp;d=1468476100181396393&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="qYt2mDsTYRQJ">Fairness issues, current approaches, and challenges in <b>machine learning </b>models</a></h3><div class="gs_a"><a href="/citations?user=bLkUDVQAAAAJ&amp;hl=en&amp;oi=sra">TD Jui</a>, <a href="/citations?user=kYfaCFMAAAAJ&amp;hl=en&amp;oi=sra">P Rivas</a>&nbsp;- International Journal of <b>Machine Learning </b>and&nbsp;…, 2024 - Springer</div><div class="gs_rs">… With the increasing influence of <b>machine</b> <b>learning</b> algorithms in decision-making processes, <br>
… , we propose a taxonomy of <b>machine</b> <b>learning</b> fairness issues and map the diverse range of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1468476100181396393&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 63</a> <a href="/scholar?q=related:qYt2mDsTYRQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1468476100181396393&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="zC6C2jBwpUAJ" data-did="zC6C2jBwpUAJ" data-lid="" data-aid="zC6C2jBwpUAJ" data-rp="125"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S1877050923000078/pdf?md5=e77123fbff11847e951c50de86b32f83&amp;pid=1-s2.0-S1877050923000078-main.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=125&amp;d=4658252744711352012&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="zC6C2jBwpUAJ"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="zC6C2jBwpUAJ" href="https://www.sciencedirect.com/science/article/pii/S1877050923000078" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=125&amp;d=4658252744711352012&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="zC6C2jBwpUAJ">Early detection of Parkinson's disease using <b>machine learning</b></a></h3><div class="gs_a">A Govindu, <a href="/citations?user=1MEhK_gAAAAJ&amp;hl=en&amp;oi=sra">S Palwe</a>&nbsp;- Procedia Computer Science, 2023 - Elsevier</div><div class="gs_rs">… use of <b>machine</b> <b>learning</b> … <b>Machine</b> (SVM), Random Forest, K-Nearest Neighbors (KNN) <br>
and Logistic Regression models, yield Random Forest classifier as the ideal <b>Machine</b> <b>Learning</b> (…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=4658252744711352012&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 214</a> <a href="/scholar?q=related:zC6C2jBwpUAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=4658252744711352012&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="YmBVG860JJ8J" data-did="YmBVG860JJ8J" data-lid="" data-aid="YmBVG860JJ8J" data-rp="126"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2590262823000461" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=126&amp;d=11467489348506968162&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="YmBVG860JJ8J"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="YmBVG860JJ8J" href="https://www.sciencedirect.com/science/article/pii/S2590262823000461" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=126&amp;d=11467489348506968162&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="YmBVG860JJ8J">From <b>machine learning </b>to deep <b>learning</b>: Advances of the recent data-driven paradigm shift in medicine and healthcare</a></h3><div class="gs_a"><a href="/citations?user=3m8rwpUAAAAJ&amp;hl=en&amp;oi=sra">C Chakraborty</a>, <a href="/citations?user=uXhvv5cAAAAJ&amp;hl=en&amp;oi=sra">M Bhattacharya</a>, <a href="/citations?user=XRSETXsAAAAJ&amp;hl=en&amp;oi=sra">S Pal</a>…&nbsp;- Current Research in&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… -driven, robust, and efficient <b>machine</b> <b>learning</b> (ML) to deep <b>learning</b> (DL) technologies. ML <br>
… This article reviews some critical data-driven aspects of <b>machine</b> intelligence in the medical …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11467489348506968162&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 194</a> <a href="/scholar?q=related:YmBVG860JJ8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="ix7PDpbkQ9AJ" data-did="ix7PDpbkQ9AJ" data-lid="" data-aid="ix7PDpbkQ9AJ" data-rp="127"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="ix7PDpbkQ9AJ" href="https://www.nature.com/articles/s41578-022-00513-1" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=127&amp;d=15007089716473306763&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="ix7PDpbkQ9AJ">Knowledge-integrated <b>machine learning </b>for materials: lessons from gameplaying and robotics</a></h3><div class="gs_a"><a href="/citations?user=xaUJEWAAAAAJ&amp;hl=en&amp;oi=sra">K Hippalgaonkar</a>, <a href="/citations?user=zLgReYoAAAAJ&amp;hl=en&amp;oi=sra">Q Li</a>, <a href="/citations?user=RAGNNYUAAAAJ&amp;hl=en&amp;oi=sra">X Wang</a>, <a href="/citations?user=izZZAegAAAAJ&amp;hl=en&amp;oi=sra">JW Fisher III</a>…&nbsp;- Nature Reviews&nbsp;…, 2023 - nature.com</div><div class="gs_rs">As materials researchers increasingly embrace <b>machine</b>-<b>learning</b> (ML) methods, it is natural <br>
to wonder what lessons can be learned from other fields undergoing similar developments. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15007089716473306763&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 126</a> <a href="/scholar?q=related:ix7PDpbkQ9AJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15007089716473306763&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="oHLCjgN_TiEJ" data-did="oHLCjgN_TiEJ" data-lid="" data-aid="oHLCjgN_TiEJ" data-rp="128"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://proceedings.neurips.cc/paper_files/paper/2024/file/4f9a5acd91ac76569f2fe291b1f4772b-Paper-Datasets_and_Benchmarks_Track.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=128&amp;d=2399995304691790496&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="oHLCjgN_TiEJ"><span class="gs_ctg2">[PDF]</span> neurips.cc</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="oHLCjgN_TiEJ" href="https://proceedings.neurips.cc/paper_files/paper/2024/hash/4f9a5acd91ac76569f2fe291b1f4772b-Abstract-Datasets_and_Benchmarks_Track.html" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=128&amp;d=2399995304691790496&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="oHLCjgN_TiEJ">The well: a large-scale collection of diverse physics simulations for <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=F9qNg2wAAAAJ&amp;hl=en&amp;oi=sra">R Ohana</a>, <a href="/citations?user=SMXfsHYAAAAJ&amp;hl=en&amp;oi=sra">M McCabe</a>, <a href="/citations?user=dP34hRYAAAAJ&amp;hl=en&amp;oi=sra">L Meyer</a>…&nbsp;- Advances in&nbsp;…, 2024 - proceedings.neurips.cc</div><div class="gs_rs">… modern <b>machine</b> <b>learning</b>, but rather that they reflect reasonable compute budgets and off-the-shelf <br>
choices that might be selected by a domain scientist exploring <b>machine</b> <b>learning</b> for …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2399995304691790496&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 44</a> <a href="/scholar?q=related:oHLCjgN_TiEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2399995304691790496&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:oHLCjgN_TiEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="xgRf41a4JJcJ" data-did="xgRf41a4JJcJ" data-lid="" data-aid="xgRf41a4JJcJ" data-rp="129"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://dl.acm.org/doi/pdf/10.1145/3545574" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=129&amp;d=10891032482210055366&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="xgRf41a4JJcJ"><span class="gs_ctg2">[PDF]</span> acm.org</a><a href="/scholar?output=instlink&amp;q=info:xgRf41a4JJcJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=7002580929649374602&amp;oi=lle">Full View</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="xgRf41a4JJcJ" href="https://dl.acm.org/doi/abs/10.1145/3545574" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=129&amp;d=10891032482210055366&amp;ei=gWHkaJb7LtvTieoP4fTokAI" data-clk-atid="xgRf41a4JJcJ">The role of <b>machine learning </b>in cybersecurity</a></h3><div class="gs_a"><a href="/citations?user=X2DCBhsAAAAJ&amp;hl=en&amp;oi=sra">G Apruzzese</a>, <a href="/citations?user=iX1CFmYAAAAJ&amp;hl=en&amp;oi=sra">P Laskov</a>, <a href="/citations?user=u2YE0WQAAAAJ&amp;hl=en&amp;oi=sra">E Montes de Oca</a>…&nbsp;- …&nbsp;Threats: Research and&nbsp;…, 2023 - dl.acm.org</div><div class="gs_rs"><b>Machine</b> <b>Learning</b> (ML) represents a pivotal technology for current and future information <br>
systems, and many domains already leverage the capabilities of ML. However, deployment of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10891032482210055366&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 277</a> <a href="/scholar?q=related:xgRf41a4JJcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://link.springer.com/article/10.1007/s11831-024-10110-w" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=130&amp;d=10833201023554880&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="QBXKKr18JgAJ"><b>Machine learning </b>optimization techniques: a survey, classification, challenges, and future research issues</a></h3><div class="gs_a">K Bian, R Priyadarshi&nbsp;- Archives of Computational Methods in Engineering, 2024 - Springer</div><div class="gs_rs">Optimization approaches in <b>machine</b> <b>learning</b> (ML) are essential for training models to <br>
obtain high performance across numerous domains. The article provides a comprehensive …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10833201023554880&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 96</a> <a href="/scholar?q=related:QBXKKr18JgAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10833201023554880&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="CWwQGb8HbsAJ" data-did="CWwQGb8HbsAJ" data-lid="" data-aid="CWwQGb8HbsAJ" data-rp="131"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Chinenye-Okatta/publication/380166321_NAVIGATING_THE_FUTURE_INTEGRATING_AI_AND_MACHINE_LEARNING_IN_HR_PRACTICES_FOR_A_DIGITAL_WORKFORCE/links/662eaf5906ea3d0b74166208/NAVIGATING-THE-FUTURE-INTEGRATING-AI-AND-MACHINE-LEARNING-IN-HR-PRACTICES-FOR-A-DIGITAL-WORKFORCE.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=131&amp;d=13866028820060990473&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="CWwQGb8HbsAJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="CWwQGb8HbsAJ" href="https://www.researchgate.net/profile/Chinenye-Okatta/publication/380166321_NAVIGATING_THE_FUTURE_INTEGRATING_AI_AND_MACHINE_LEARNING_IN_HR_PRACTICES_FOR_A_DIGITAL_WORKFORCE/links/662eaf5906ea3d0b74166208/NAVIGATING-THE-FUTURE-INTEGRATING-AI-AND-MACHINE-LEARNING-IN-HR-PRACTICES-FOR-A-DIGITAL-WORKFORCE.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=131&amp;d=13866028820060990473&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="CWwQGb8HbsAJ">Navigating the future: integrating AI and <b>machine learning </b>in hr practices for a digital workforce</a></h3><div class="gs_a"><a href="/citations?user=lMu6svoAAAAJ&amp;hl=en&amp;oi=sra">CG Okatta</a>, <a href="/citations?user=kmbSH8kAAAAJ&amp;hl=en&amp;oi=sra">FA Ajayi</a>, O Olawale&nbsp;- Computer science &amp; IT research&nbsp;…, 2024 - researchgate.net</div><div class="gs_rs">… with integrating AI and <b>Machine</b> <b>Learning</b> in HR practices for a … successfully leverage AI and <br>
<b>Machine</b> <b>Learning</b> to enhance HR … Intelligence (AI) and <b>Machine</b> <b>Learning</b> (ML) to streamline …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13866028820060990473&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 132</a> <a href="/scholar?q=related:CWwQGb8HbsAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:CWwQGb8HbsAJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="8qXglKnmnaAJ" data-did="8qXglKnmnaAJ" data-lid="" data-aid="8qXglKnmnaAJ" data-rp="132"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="8qXglKnmnaAJ" href="https://www.sciencedirect.com/science/article/pii/S0924224423002236" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=132&amp;d=11573660233433654770&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="8qXglKnmnaAJ">Recent advances and application of <b>machine learning </b>in food flavor prediction and regulation</a></h3><div class="gs_a">H Ji, D Pu, W Yan, Q Zhang, <a href="/citations?user=qLUbSW4AAAAJ&amp;hl=en&amp;oi=sra">M Zuo</a>, Y Zhang&nbsp;- Trends in Food Science &amp;&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… Computational methods, such as <b>machine</b> <b>learning</b> (ML) techniques, can accurately and <br>
efficiently predict and regulate complex flavors and attract continuous attention. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11573660233433654770&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 138</a> <a href="/scholar?q=related:8qXglKnmnaAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11573660233433654770&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="3R-5WysX9okJ" data-did="3R-5WysX9okJ" data-lid="" data-aid="3R-5WysX9okJ" data-rp="133"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s44379-025-00016-0.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=133&amp;d=9941158702456840157&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="3R-5WysX9okJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="3R-5WysX9okJ" href="https://link.springer.com/article/10.1007/s44379-025-00016-0" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=133&amp;d=9941158702456840157&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="3R-5WysX9okJ">When physics meets <b>machine learning</b>: A survey of physics-informed <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=nzkOdekAAAAJ&amp;hl=en&amp;oi=sra">C Meng</a>, <a href="/citations?user=fBZ3_FsAAAAJ&amp;hl=en&amp;oi=sra">S Griesemer</a>, <a href="/citations?user=fHCd9MsAAAAJ&amp;hl=en&amp;oi=sra">D Cao</a>, <a href="/citations?user=spYH0tEAAAAJ&amp;hl=en&amp;oi=sra">S Seo</a>, <a href="/citations?user=UUKLPMYAAAAJ&amp;hl=en&amp;oi=sra">Y Liu</a>&nbsp;- <b>Machine Learning </b>for&nbsp;…, 2025 - Springer</div><div class="gs_rs">… In this section, we introduce recent developments in leveraging <b>machine</b> <b>learning</b> for <br>
several physics-related tasks, including surrogate simulation, data-driven PDE solvers, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9941158702456840157&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 164</a> <a href="/scholar?q=related:3R-5WysX9okJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=9941158702456840157&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Z_uT0WhHzTAJ" data-did="Z_uT0WhHzTAJ" data-lid="" data-aid="Z_uT0WhHzTAJ" data-rp="134"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2105.13448" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=134&amp;d=3516545399564532583&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="Z_uT0WhHzTAJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Z_uT0WhHzTAJ" href="https://dl.acm.org/doi/abs/10.1145/3561381" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=134&amp;d=3516545399564532583&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="Z_uT0WhHzTAJ">Open-world <b>machine learning</b>: applications, challenges, and opportunities</a></h3><div class="gs_a"><a href="/citations?user=toHDoiwAAAAJ&amp;hl=en&amp;oi=sra">J Parmar</a>, <a href="/citations?user=f_y2i2IAAAAJ&amp;hl=en&amp;oi=sra">S Chouhan</a>, <a href="/citations?user=GX5RGegAAAAJ&amp;hl=en&amp;oi=sra">V Raychoudhury</a>…&nbsp;- ACM Computing&nbsp;…, 2023 - dl.acm.org</div><div class="gs_rs">… <b>machine</b> <b>learning</b> and training and testing data are similar to traditional <b>machine</b> <b>learning</b>, <br>
except traditional <b>machine</b> <b>learning</b> … tradition and continuous <b>machine</b> <b>learning</b> based on task, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3516545399564532583&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 167</a> <a href="/scholar?q=related:Z_uT0WhHzTAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3516545399564532583&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="u6E7DUhmQDYJ" data-did="u6E7DUhmQDYJ" data-lid="" data-aid="u6E7DUhmQDYJ" data-rp="135"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="u6E7DUhmQDYJ" href="https://link.springer.com/article/10.1007/s44379-025-00015-1" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=135&amp;d=3909236936203280827&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="u6E7DUhmQDYJ">From pinns to pikans: Recent advances in physics-informed <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=XNvLUKwAAAAJ&amp;hl=en&amp;oi=sra">JD Toscano</a>, <a href="/citations?user=JWbuVUcAAAAJ&amp;hl=en&amp;oi=sra">V Oommen</a>, <a href="/citations?user=RGGV1BIAAAAJ&amp;hl=en&amp;oi=sra">AJ Varghese</a>, <a href="/citations?user=xREJbNMAAAAJ&amp;hl=en&amp;oi=sra">Z Zou</a>…&nbsp;- <b>Machine Learning </b>for&nbsp;…, 2025 - Springer</div><div class="gs_rs">… In Section 2 we outline the general framework of Physics-Informed <b>Machine</b> <b>Learning</b>. Section <br>
3 provides a comprehensive summary of the major techniques aimed at improving PINNs. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3909236936203280827&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 112</a> <a href="/scholar?q=related:u6E7DUhmQDYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3909236936203280827&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="pYfjUKyKt8EJ" data-did="pYfjUKyKt8EJ" data-lid="" data-aid="pYfjUKyKt8EJ" data-rp="136"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2949881323000239" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=136&amp;d=13958778042754238373&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="pYfjUKyKt8EJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="pYfjUKyKt8EJ" href="https://www.sciencedirect.com/science/article/pii/S2949881323000239" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=136&amp;d=13958778042754238373&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="pYfjUKyKt8EJ">A comprehensive review of the applications of <b>machine learning </b>for HVAC</a></h3><div class="gs_a">SL Zhou, <a href="/citations?user=T9hwWNYAAAAJ&amp;hl=en&amp;oi=sra">AA Shah</a>, <a href="/citations?user=qOFqaeEAAAAJ&amp;hl=en&amp;oi=sra">PK Leung</a>, X Zhu, Q Liao&nbsp;- DeCarbon, 2023 - Elsevier</div><div class="gs_rs">… <b>machine</b> <b>learning</b> can gain widespread adoption in industry. This review summarizes the <br>
recent literature on <b>machine</b> <b>learning</b> … A brief overview of <b>machine</b> <b>learning</b> and its applications …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13958778042754238373&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 78</a> <a href="/scholar?q=related:pYfjUKyKt8EJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="MR1Nkk1v0xIJ" data-did="MR1Nkk1v0xIJ" data-lid="" data-aid="MR1Nkk1v0xIJ" data-rp="137"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pubs.acs.org/doi/pdf/10.1021/acscatal.3c02743" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=137&amp;d=1356550291726343473&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="MR1Nkk1v0xIJ"><span class="gs_ctg2">[PDF]</span> acs.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="MR1Nkk1v0xIJ" href="https://pubs.acs.org/doi/abs/10.1021/acscatal.3c02743" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=137&amp;d=1356550291726343473&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="MR1Nkk1v0xIJ"><b>Machine learning</b>-guided protein engineering</a></h3><div class="gs_a"><a href="/citations?user=SOBzqmMAAAAJ&amp;hl=en&amp;oi=sra">P Kouba</a>, <a href="/citations?user=zcZPr7wAAAAJ&amp;hl=en&amp;oi=sra">P Kohout</a>, <a href="/citations?user=oxkQ9JwAAAAJ&amp;hl=en&amp;oi=sra">F Haddadi</a>, <a href="/citations?user=1KKXOA0AAAAJ&amp;hl=en&amp;oi=sra">A Bushuiev</a>…&nbsp;- ACS&nbsp;…, 2023 - ACS Publications</div><div class="gs_rs">… predictions to all predictions produced by a <b>machine</b> <b>learning</b> model active <b>learning</b> a type <br>
of <b>machine</b> <b>learning</b> in which the <b>learning</b> algorithm queries a person for providing labels for …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1356550291726343473&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 136</a> <a href="/scholar?q=related:MR1Nkk1v0xIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1356550291726343473&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="p45eXv6uAqkJ" data-did="p45eXv6uAqkJ" data-lid="" data-aid="p45eXv6uAqkJ" data-rp="138"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.academia.edu/download/115654648/ajorloo2024_.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=138&amp;d=12178488749891423911&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="p45eXv6uAqkJ"><span class="gs_ctg2">[PDF]</span> academia.edu</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="p45eXv6uAqkJ" href="https://www.sciencedirect.com/science/article/pii/S1568494624005799" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=138&amp;d=12178488749891423911&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="p45eXv6uAqkJ">A systematic review of <b>machine learning </b>methods in software testing</a></h3><div class="gs_a"><a href="/citations?user=nY3ZmpAAAAAJ&amp;hl=en&amp;oi=sra">S Ajorloo</a>, <a href="/citations?user=0pDFdq4AAAAJ&amp;hl=en&amp;oi=sra">A Jamarani</a>, M Kashfi, <a href="/citations?user=_RS6KbcAAAAJ&amp;hl=en&amp;oi=sra">MH Kashani</a>…&nbsp;- Applied Soft&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… By addressing these aspects, this study contributes to advancing the discourse on <b>machine</b> <br>
<b>learning's</b> role in software testing and paves the way for substantial improvements in testing …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12178488749891423911&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 31</a> <a href="/scholar?q=related:p45eXv6uAqkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12178488749891423911&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="khYoGmYSx8MJ" data-did="khYoGmYSx8MJ" data-lid="" data-aid="khYoGmYSx8MJ" data-rp="139"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.cell.com/cell/pdf/S0092-8674(23)00094-6.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=139&amp;d=14107264587496167058&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="khYoGmYSx8MJ"><span class="gs_ctg2">[PDF]</span> cell.com</a><a href="/scholar?output=instlink&amp;q=info:khYoGmYSx8MJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=6568982697530947581&amp;oi=lle">Full View</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="khYoGmYSx8MJ" href="https://www.cell.com/cell/fulltext/S0092-8674(23)00094-6" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=139&amp;d=14107264587496167058&amp;ei=iGHkaOreAZ2qieoPz8OP6Qo" data-clk-atid="khYoGmYSx8MJ">From patterns to patients: Advances in clinical <b>machine learning </b>for cancer diagnosis, prognosis, and treatment</a></h3><div class="gs_a"><a href="/citations?user=seqcYSUAAAAJ&amp;hl=en&amp;oi=sra">K Swanson</a>, <a href="/citations?user=6pIliiAAAAAJ&amp;hl=en&amp;oi=sra">E Wu</a>, <a href="/citations?user=zafRY0sAAAAJ&amp;hl=en&amp;oi=sra">A Zhang</a>, <a href="/citations?user=KRkHmBIAAAAJ&amp;hl=en&amp;oi=sra">AA Alizadeh</a>, <a href="/citations?user=23ZXZvEAAAAJ&amp;hl=en&amp;oi=sra">J Zou</a>&nbsp;- Cell, 2023 - cell.com</div><div class="gs_rs">… In the past decade, <b>machine</b> <b>learning</b> (ML) has seen an explosion of applications in … and <br>
the structure of a dataset (see <b>machine</b> <b>learning</b> primer section for a brief introduction to ML). In …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14107264587496167058&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 435</a> <a href="/scholar?q=related:khYoGmYSx8MJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14107264587496167058&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" 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Ghezzehei</a>, <a href="/citations?user=-FcUO_AAAAAJ&amp;hl=en&amp;oi=sra">YC Huang</a>, Y Ma…&nbsp;- Geoderma, 2024 - Elsevier</div><div class="gs_rs">Abstract <b>Machine</b> <b>learning</b> (ML) applications in soil science have significantly increased over <br>
the past two decades, reflecting a growing trend towards data-driven research addressing …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2822924717617138424&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 41</a> <a href="/scholar?q=related:-Eo9_RILLScJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2822924717617138424&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="bsM1lvj9lg8J" data-did="bsM1lvj9lg8J" data-lid="" data-aid="bsM1lvj9lg8J" data-rp="141"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2303.15832" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=141&amp;d=1123364401189340014&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="bsM1lvj9lg8J"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="bsM1lvj9lg8J" href="https://www.nature.com/articles/s42254-023-00622-y" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=141&amp;d=1123364401189340014&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="bsM1lvj9lg8J">The transformative potential of <b>machine learning </b>for experiments in fluid mechanics</a></h3><div class="gs_a"><a href="/citations?user=UbyF8_oAAAAJ&amp;hl=en&amp;oi=sra">R Vinuesa</a>, <a href="/citations?user=TjzWdigAAAAJ&amp;hl=en&amp;oi=sra">SL Brunton</a>, <a href="/citations?user=7V1IHf8AAAAJ&amp;hl=en&amp;oi=sra">BJ McKeon</a>&nbsp;- Nature Reviews Physics, 2023 - nature.com</div><div class="gs_rs">… In this Perspective article, we describe some frontiers impacted or opened by <b>machine</b> <br>
<b>learning</b> (ML) applied to experimentation in fluid mechanics, a discipline at the core of many …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1123364401189340014&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 109</a> <a href="/scholar?q=related:bsM1lvj9lg8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1123364401189340014&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="zpeQg2tr4mkJ" data-did="zpeQg2tr4mkJ" data-lid="" data-aid="zpeQg2tr4mkJ" data-rp="142"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s00441-023-03816-z.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=142&amp;d=7629778828232005582&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="zpeQg2tr4mkJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="zpeQg2tr4mkJ" href="https://link.springer.com/article/10.1007/s00441-023-03816-z" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=142&amp;d=7629778828232005582&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="zpeQg2tr4mkJ">The benefits and pitfalls of <b>machine learning </b>for biomarker discovery</a></h3><div class="gs_a"><a href="/citations?user=2D3KNRgAAAAJ&amp;hl=en&amp;oi=sra">S Ng</a>, <a href="/citations?user=erE3Tf8AAAAJ&amp;hl=en&amp;oi=sra">S Masarone</a>, <a href="/citations?user=BAHkyk8AAAAJ&amp;hl=en&amp;oi=sra">D Watson</a>, <a href="/citations?user=PemOdvoAAAAJ&amp;hl=en&amp;oi=sra">MR Barnes</a>&nbsp;- Cell and tissue research, 2023 - Springer</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> and AI methods are good at finding … of the basic concepts of <b>machine</b> <br>
<b>learning</b> and AI for biomarker … the accessibility of tools for AI and <b>machine</b> <b>learning</b>. We use this to …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7629778828232005582&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 118</a> <a href="/scholar?q=related:zpeQg2tr4mkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7629778828232005582&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 10 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="PxiC7CQOBaYJ" data-did="PxiC7CQOBaYJ" data-lid="" data-aid="PxiC7CQOBaYJ" data-rp="143"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[BOOK]</span><span class="gs_ct2">[B]</span></span> <a id="PxiC7CQOBaYJ" href="https://www.taylorfrancis.com/books/mono/10.1201/9781003290100/machine-learning-geetha-sendhilkumar" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=143&amp;d=11962983536929151039&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="PxiC7CQOBaYJ"><b>Machine learning</b>: concepts, techniques and applications</a></h3><div class="gs_a"><a href="/citations?user=MN1fYpEAAAAJ&amp;hl=en&amp;oi=sra">TV Geetha</a>, <a href="/citations?user=d7SodpkAAAAJ&amp;hl=en&amp;oi=sra">S Sendhilkumar</a> - 2023 - taylorfrancis.com</div><div class="gs_rs">… level of explaining <b>machine</b> <b>learning</b> and goes on to explain the basis of <b>machine</b> <b>learning</b> <br>
… with their associations to <b>machine</b> <b>learning</b>. The book then goes on to describe important …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11962983536929151039&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 39</a> <a href="/scholar?q=related:PxiC7CQOBaYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11962983536929151039&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="/scholar?output=instlink&amp;q=info:PxiC7CQOBaYJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=7776453515260907866&amp;oi=llo" class="gs_or_nvi">Library Search</a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:PxiC7CQOBaYJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="E1GBAEdrcDYJ" data-did="E1GBAEdrcDYJ" data-lid="" data-aid="E1GBAEdrcDYJ" data-rp="144"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/am/pii/S026840122200072X" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=144&amp;d=3922753228135026963&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="E1GBAEdrcDYJ"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="E1GBAEdrcDYJ" href="https://www.sciencedirect.com/science/article/pii/S026840122200072X" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=144&amp;d=3922753228135026963&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="E1GBAEdrcDYJ">Stop ordering <b>machine learning </b>algorithms by their explainability! A user-centered investigation of performance and explainability</a></h3><div class="gs_a"><a href="/citations?user=VK2fJY4AAAAJ&amp;hl=en&amp;oi=sra">LV Herm</a>, <a href="/citations?user=RNbo4I8AAAAJ&amp;hl=en&amp;oi=sra">K Heinrich</a>, J Wanner, <a href="/citations?user=MC53DlUAAAAJ&amp;hl=en&amp;oi=sra">C Janiesch</a>&nbsp;- International Journal of&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> algorithms enable advanced decision … <b>Machine</b> <b>learning</b> models with <br>
higher performance are often … for five common classes of <b>machine</b> <b>learning</b> algorithms. Second, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3922753228135026963&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 159</a> <a href="/scholar?q=related:E1GBAEdrcDYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3922753228135026963&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="s_C2dgLPxoEJ" data-did="s_C2dgLPxoEJ" data-lid="" data-aid="s_C2dgLPxoEJ" data-rp="145"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="s_C2dgLPxoEJ" href="https://www.sciencedirect.com/science/article/pii/S0969698924001619" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=145&amp;d=9351389285769998515&amp;ei=jmHkaKfHEJycieoPgK6aoQo" data-clk-atid="s_C2dgLPxoEJ">Predicting E-commerce customer satisfaction: Traditional <b>machine learning </b>vs. deep <b>learning </b>approaches</a></h3><div class="gs_a"><a href="/citations?user=BCud_z4AAAAJ&amp;hl=en&amp;oi=sra">M Zaghloul</a>, <a href="/citations?user=nGtGymAAAAAJ&amp;hl=en&amp;oi=sra">S Barakat</a>, <a href="/citations?user=IiS51_gAAAAJ&amp;hl=en&amp;oi=sra">A Rezk</a>&nbsp;- Journal of Retailing and Consumer&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… through a comparative <b>machine</b> <b>learning</b> modeling approach to … <b>machine</b> <b>learning</b> models <br>
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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://researchworkx.com/index.php/jci/article/download/71/83" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=160&amp;d=14710400159818305200&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="sM7RnQHXJcwJ"><span class="gs_ctg2">[PDF]</span> researchworkx.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="sM7RnQHXJcwJ" href="https://researchworkx.com/index.php/jci/article/view/71" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=160&amp;d=14710400159818305200&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="sM7RnQHXJcwJ">Automating Cybersecurity with <b>Machine Learning </b>and Predictive Analytics</a></h3><div class="gs_a"><a href="/citations?user=gHjL1ooAAAAJ&amp;hl=en&amp;oi=sra">GK Karamchand</a>&nbsp;- Journal of Computational Innovation, 2023 - researchworkx.com</div><div class="gs_rs">… This paper explores the transformative role of <b>machine</b> <b>learning</b> (ML) and predictive <br>
analytics in automating cybersecurity. By leveraging ML algorithms to identify patterns and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14710400159818305200&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 117</a> <a href="/scholar?q=related:sM7RnQHXJcwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:sM7RnQHXJcwJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="_m-nQYNQFbcJ" data-did="_m-nQYNQFbcJ" data-lid="" data-aid="_m-nQYNQFbcJ" data-rp="161"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/am/pii/S0048969723075988" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=161&amp;d=13192539208124166142&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="_m-nQYNQFbcJ"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="_m-nQYNQFbcJ" href="https://www.sciencedirect.com/science/article/pii/S0048969723075988" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=161&amp;d=13192539208124166142&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="_m-nQYNQFbcJ">A review of <b>machine learning </b>applications in life cycle assessment studies</a></h3><div class="gs_a"><a href="/citations?user=Pr9WdKUAAAAJ&amp;hl=en&amp;oi=sra">XX Romeiko</a>, <a href="/citations?user=ib6Y6PMAAAAJ&amp;hl=en&amp;oi=sra">X Zhang</a>, <a href="/citations?user=UkHOYn0AAAAJ&amp;hl=en&amp;oi=sra">Y Pang</a>, F Gao, <a href="/citations?user=V3n7rKMAAAAJ&amp;hl=en&amp;oi=sra">M Xu</a>…&nbsp;- Science of The Total&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… Increasing data availability and rapid development of <b>machine</b> <b>learning</b> (ML) approaches <br>
offer … Third, incorporating deep <b>learning</b> models into LCA holds promise to further improve life …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13192539208124166142&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 66</a> <a href="/scholar?q=related:_m-nQYNQFbcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13192539208124166142&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="zdtd1nduxfAJ" data-did="zdtd1nduxfAJ" data-lid="" data-aid="zdtd1nduxfAJ" data-rp="162"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2405428324000017" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=162&amp;d=17349394600491342797&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="zdtd1nduxfAJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="zdtd1nduxfAJ" href="https://www.sciencedirect.com/science/article/pii/S2405428324000017" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=162&amp;d=17349394600491342797&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="zdtd1nduxfAJ"><b>Machine learning </b>for anomaly detection in particle physics</a></h3><div class="gs_a"><a href="/citations?user=_jOcNhUAAAAJ&amp;hl=en&amp;oi=sra">V Belis</a>, P Odagiu, TK Aarrestad&nbsp;- Reviews in Physics, 2024 - Elsevier</div><div class="gs_rs">… Recent advances in <b>Machine</b> <b>Learning</b> for anomaly detection have encouraged the … anomaly <br>
detection in particle physics using <b>machine</b> <b>learning</b>. We discuss the challenges associated …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17349394600491342797&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 76</a> <a href="/scholar?q=related:zdtd1nduxfAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17349394600491342797&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Rs_H7oyEyisJ" data-did="Rs_H7oyEyisJ" data-lid="" data-aid="Rs_H7oyEyisJ" data-rp="163"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Rs_H7oyEyisJ" href="https://www.nature.com/articles/s43588-023-00536-w" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=163&amp;d=3155480229762813766&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="Rs_H7oyEyisJ">Accelerating the prediction of stable materials with <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=ZCtTSLUAAAAJ&amp;hl=en&amp;oi=sra">SD Griesemer</a>, <a href="/citations?user=siyuuEkAAAAJ&amp;hl=en&amp;oi=sra">Y Xia</a>, <a href="/citations?user=DJxLkJMAAAAJ&amp;hl=en&amp;oi=sra">C Wolverton</a>&nbsp;- Nature Computational Science, 2023 - nature.com</div><div class="gs_rs">… When physics-based computational methods and labor-intensive experiments are not <br>
feasible, <b>machine</b> <b>learning</b> (ML) methods can be a rapid and powerful alternative. Owing to a …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3155480229762813766&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 67</a> <a href="/scholar?q=related:Rs_H7oyEyisJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3155480229762813766&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="DLg48RKM0NMJ" data-did="DLg48RKM0NMJ" data-lid="" data-aid="DLg48RKM0NMJ" data-rp="164"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/1099-4300/25/1/175" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=164&amp;d=15262853150142937100&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="DLg48RKM0NMJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="DLg48RKM0NMJ" href="https://www.mdpi.com/1099-4300/25/1/175" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=164&amp;d=15262853150142937100&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="DLg48RKM0NMJ">Precision <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=X52GetkAAAAJ&amp;hl=en&amp;oi=sra">EJ Michaud</a>, <a href="/citations?user=QeXHxlIAAAAJ&amp;hl=en&amp;oi=sra">Z Liu</a>, <a href="/citations?user=eBXEZxgAAAAJ&amp;hl=en&amp;oi=sra">M Tegmark</a>&nbsp;- Entropy, 2023 - mdpi.com</div><div class="gs_rs">We explore unique considerations involved in fitting <b>machine</b> <b>learning</b> (ML) models to data <br>
with very high precision, as is often required for science applications. We empirically …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15262853150142937100&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 60</a> <a href="/scholar?q=related:DLg48RKM0NMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15262853150142937100&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:DLg48RKM0NMJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="EDMpcAqulHsJ" data-did="EDMpcAqulHsJ" data-lid="" data-aid="EDMpcAqulHsJ" data-rp="165"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="EDMpcAqulHsJ" href="https://www.sciencedirect.com/science/article/pii/S1568494623005525" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=165&amp;d=8904933723072967440&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="EDMpcAqulHsJ">Leaf disease detection using <b>machine learning </b>and deep <b>learning</b>: Review and challenges</a></h3><div class="gs_a"><a href="/citations?user=IJTyHi8AAAAJ&amp;hl=en&amp;oi=sra">C Sarkar</a>, <a href="/citations?user=RwCZSW4AAAAJ&amp;hl=en&amp;oi=sra">D Gupta</a>, <a href="/citations?user=WsX1W4IAAAAJ&amp;hl=en&amp;oi=sra">U Gupta</a>, <a href="/citations?user=DykwfXYAAAAJ&amp;hl=en&amp;oi=sra">BB Hazarika</a>&nbsp;- Applied Soft Computing, 2023 - Elsevier</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> (ML) and deep <b>learning</b> (DL) models are used to classify different types <br>
of leaf diseases. We made a workflow mechanism to help researchers in this field. Support …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8904933723072967440&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 199</a> <a href="/scholar?q=related:EDMpcAqulHsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8904933723072967440&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="eadQHvNMepEJ" data-did="eadQHvNMepEJ" data-lid="" data-aid="eadQHvNMepEJ" data-rp="166"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ijcsm.researchcommons.org/cgi/viewcontent.cgi?article=1054&amp;context=ijcsm" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=166&amp;d=10482775689727616889&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="eadQHvNMepEJ"><span class="gs_ctg2">[PDF]</span> researchcommons.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="eadQHvNMepEJ" href="https://ijcsm.researchcommons.org/ijcsm/vol4/iss1/10/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=166&amp;d=10482775689727616889&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="eadQHvNMepEJ">The significance of <b>machine learning </b>and deep <b>learning </b>techniques in cybersecurity: A comprehensive review</a></h3><div class="gs_a"><a href="/citations?user=xyG8l88AAAAJ&amp;hl=en&amp;oi=sra">MM Mijwil</a>, <a href="/citations?user=tEkGJc0AAAAJ&amp;hl=en&amp;oi=sra">IE Salem</a>…&nbsp;- Iraqi Journal For&nbsp;…, 2023 - ijcsm.researchcommons.org</div><div class="gs_rs">… role of <b>machine</b> <b>learning</b> and deep <b>learning</b> techniques in … that have used <b>machine</b> <b>learning</b> <br>
and deep <b>learning</b> techniques in the … of <b>machine</b> <b>learning</b> and deep <b>learning</b> techniques in …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10482775689727616889&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 148</a> <a href="/scholar?q=related:eadQHvNMepEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10482775689727616889&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:eadQHvNMepEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="fKuspmq_lH0J" data-did="fKuspmq_lH0J" data-lid="" data-aid="fKuspmq_lH0J" data-rp="167"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S009457652400211X" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=167&amp;d=9049068016077941628&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="fKuspmq_lH0J"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="fKuspmq_lH0J" href="https://www.sciencedirect.com/science/article/pii/S009457652400211X" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=167&amp;d=9049068016077941628&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="fKuspmq_lH0J">Review of <b>machine learning </b>in robotic grasping control in space application</a></h3><div class="gs_a"><a href="/citations?user=HEPigBQAAAAJ&amp;hl=en&amp;oi=sra">H Jahanshahi</a>, <a href="/citations?user=qoau7qAAAAAJ&amp;hl=en&amp;oi=sra">ZH Zhu</a>&nbsp;- Acta Astronautica, 2024 - Elsevier</div><div class="gs_rs">This article presents a comprehensive survey of the integration of <b>machine</b> <b>learning</b> techniques <br>
into robotic grasping, with a special emphasis on the challenges and advancements for …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9049068016077941628&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 71</a> <a href="/scholar?q=related:fKuspmq_lH0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=9049068016077941628&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="XuVYs207ue8J" data-did="XuVYs207ue8J" data-lid="" data-aid="XuVYs207ue8J" data-rp="168"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2075-4418/14/2/144" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=168&amp;d=17273903188102669662&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="XuVYs207ue8J"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="XuVYs207ue8J" href="https://www.mdpi.com/2075-4418/14/2/144" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=168&amp;d=17273903188102669662&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="XuVYs207ue8J"><b>Machine learning</b>-based predictive models for detection of cardiovascular diseases</a></h3><div class="gs_a">A Ogunpola, <a href="/citations?user=QoCx5owAAAAJ&amp;hl=en&amp;oi=sra">F Saeed</a>, <a href="/citations?user=dposbfUAAAAJ&amp;hl=en&amp;oi=sra">S Basurra</a>, <a href="/citations?user=OkRSVlcAAAAJ&amp;hl=en&amp;oi=sra">AM Albarrak</a>…&nbsp;- Diagnostics, 2024 - mdpi.com</div><div class="gs_rs">… <b>machine</b> <b>learning</b> (ML) techniques in the context of heart disease analysis. Then, we investigated <br>
and applied seven <b>machine</b> <b>learning</b>-… , Support Vector <b>Machine</b>, Logistic Regression, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17273903188102669662&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 164</a> <a href="/scholar?q=related:XuVYs207ue8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17273903188102669662&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 10 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:XuVYs207ue8J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Us6d5iXPDvcJ" data-did="Us6d5iXPDvcJ" data-lid="" data-aid="Us6d5iXPDvcJ" data-rp="169"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://advanced.onlinelibrary.wiley.com/doi/pdf/10.1002/adma.202310006" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=169&amp;d=17802394138731990610&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="Us6d5iXPDvcJ"><span class="gs_ctg2">[PDF]</span> wiley.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Us6d5iXPDvcJ" href="https://advanced.onlinelibrary.wiley.com/doi/abs/10.1002/adma.202310006" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=169&amp;d=17802394138731990610&amp;ei=mmHkaMDaL6DWieoPvfCV6QI" data-clk-atid="Us6d5iXPDvcJ">Progress and opportunities for <b>machine learning </b>in materials and processes of additive manufacturing</a></h3><div class="gs_a"><a href="/citations?user=OHwGcQYAAAAJ&amp;hl=en&amp;oi=sra">WL Ng</a>, <a href="/citations?user=R3Op4B8AAAAJ&amp;hl=en&amp;oi=sra">GL Goh</a>, <a href="/citations?user=IDzDU0sAAAAJ&amp;hl=en&amp;oi=sra">GD Goh</a>, JSJ Ten…&nbsp;- Advanced&nbsp;…, 2024 - Wiley Online Library</div><div class="gs_rs">In recent years, there has been widespread adoption of <b>machine</b> <b>learning</b> (ML) <br>
technologies to unravel intricate relationships among diverse parameters in various additive …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17802394138731990610&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 160</a> <a href="/scholar?q=related:Us6d5iXPDvcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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class="gs_ct1">[BOOK]</span><span class="gs_ct2">[B]</span></span> <a id="vennobOI-FUJ" href="https://link.springer.com/content/pdf/10.1007/978-3-031-66051-1.pdf" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=170&amp;d=6194851592544971197&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="vennobOI-FUJ">Applications of artificial neural networks and <b>machine learning </b>in civil engineering</a></h3><div class="gs_a"><a href="/citations?user=O0b2DJoAAAAJ&amp;hl=en&amp;oi=sra">A Kaveh</a> - 2024 - Springer</div><div class="gs_rs">… , including supervised <b>learning</b>, unsupervised <b>learning</b>, and reinforcement <b>learning</b>. 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used in <b>machine</b> <b>learning</b> are among these three categories. <b>Machine</b> <b>learning</b> is a field …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6194851592544971197&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 262</a> <a href="/scholar?q=related:vennobOI-FUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6194851592544971197&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="/scholar?output=instlink&amp;q=info:vennobOI-FUJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=13313608404751520347&amp;oi=llo" class="gs_or_nvi">Library Search</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="6lDFYURsNbkJ" data-did="6lDFYURsNbkJ" data-lid="" data-aid="6lDFYURsNbkJ" data-rp="171"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.3c00373" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=171&amp;d=13345692111736230122&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="6lDFYURsNbkJ"><span class="gs_ctg2">[PDF]</span> acs.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="6lDFYURsNbkJ" href="https://pubs.acs.org/doi/abs/10.1021/acs.jcim.3c00373" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=171&amp;d=13345692111736230122&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="6lDFYURsNbkJ">Characterizing uncertainty in <b>machine learning </b>for chemistry</a></h3><div class="gs_a"><a href="/citations?user=NDE5issAAAAJ&amp;hl=en&amp;oi=sra">E Heid</a>, <a href="/citations?user=OslHHbUAAAAJ&amp;hl=en&amp;oi=sra">CJ McGill</a>, <a href="/citations?user=JBcB0y4AAAAJ&amp;hl=en&amp;oi=sra">FH Vermeire</a>…&nbsp;- Journal of Chemical&nbsp;…, 2023 - ACS Publications</div><div class="gs_rs">… To showcase the influence of noise on a <b>machine</b> <b>learning</b> model, we use the noise-free <br>
data set of artifical, additive enthalpies to train a d-MPNN model. The respective model …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13345692111736230122&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 67</a> <a href="/scholar?q=related:6lDFYURsNbkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13345692111736230122&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="f64S9luL8ngJ" data-did="f64S9luL8ngJ" data-lid="" data-aid="f64S9luL8ngJ" data-rp="172"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S0889159123003380" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=172&amp;d=8715181456002035327&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="f64S9luL8ngJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="f64S9luL8ngJ" href="https://www.sciencedirect.com/science/article/pii/S0889159123003380" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=172&amp;d=8715181456002035327&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="f64S9luL8ngJ"><b>Machine learning </b>and artificial intelligence in neuroscience: A primer for researchers</a></h3><div class="gs_a">F Badrulhisham, E Pogatzki-Zahn, D Segelcke…&nbsp;- Brain, Behavior, and&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">Artificial intelligence (AI) is often used to describe the automation of complex tasks that we <br>
would attribute intelligence to. <b>Machine</b> <b>learning</b> (ML) is commonly understood as a set of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8715181456002035327&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 74</a> <a href="/scholar?q=related:f64S9luL8ngJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8715181456002035327&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="IzlKI45Pu-oJ" data-did="IzlKI45Pu-oJ" data-lid="" data-aid="IzlKI45Pu-oJ" data-rp="173"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2503.09814" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=173&amp;d=16914200297416046883&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="IzlKI45Pu-oJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="IzlKI45Pu-oJ" href="https://www.sciencedirect.com/science/article/pii/S1359028625000014" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=173&amp;d=16914200297416046883&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="IzlKI45Pu-oJ">A practical guide to <b>machine learning </b>interatomic potentials–Status and future</a></h3><div class="gs_a"><a href="/citations?user=HZmwI3oAAAAJ&amp;hl=en&amp;oi=sra">R Jacobs</a>, <a href="/citations?user=ZzvI97IAAAAJ&amp;hl=en&amp;oi=sra">D Morgan</a>, <a href="/citations?user=oFJSZyMAAAAJ&amp;hl=en&amp;oi=sra">S Attarian</a>, <a href="/citations?user=zGw--nYAAAAJ&amp;hl=en&amp;oi=sra">J Meng</a>, <a href="/citations?user=EYMhhKkAAAAJ&amp;hl=en&amp;oi=sra">C Shen</a>…&nbsp;- Current Opinion in Solid&nbsp;…, 2025 - Elsevier</div><div class="gs_rs">The rapid development and large body of literature on <b>machine</b> <b>learning</b> interatomic potentials <br>
(MLIPs) can make it difficult to know how to proceed for researchers who are not experts …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16914200297416046883&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 63</a> <a href="/scholar?q=related:IzlKI45Pu-oJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=16914200297416046883&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="iZP-YkQCMfgJ" data-did="iZP-YkQCMfgJ" data-lid="" data-aid="iZP-YkQCMfgJ" data-rp="174"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S0360128523000722" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=174&amp;d=17884078088006833033&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="iZP-YkQCMfgJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="iZP-YkQCMfgJ" href="https://www.sciencedirect.com/science/article/pii/S0360128523000722" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=174&amp;d=17884078088006833033&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="iZP-YkQCMfgJ">Battery safety: <b>Machine learning</b>-based prognostics</a></h3><div class="gs_a"><a href="/citations?user=mg3NO30AAAAJ&amp;hl=en&amp;oi=sra">J Zhao</a>, <a href="/citations?user=oIjjYG0AAAAJ&amp;hl=en&amp;oi=sra">X Feng</a>, <a href="/citations?user=DDa2AZwAAAAJ&amp;hl=en&amp;oi=sra">Q Pang</a>, <a href="/citations?user=hUUCkoMAAAAJ&amp;hl=en&amp;oi=sra">M Fowler</a>, Y Lian…&nbsp;- Progress in Energy and&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… essential for data-driven, <b>machine</b> <b>learning</b> models. We offer an exhaustive … of <b>machine</b> <br>
<b>learning</b> approaches. Our discussion encompasses: (1) supervised and reinforcement <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17884078088006833033&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 135</a> <a href="/scholar?q=related:iZP-YkQCMfgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17884078088006833033&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Y6EfkYlG64IJ" data-did="Y6EfkYlG64IJ" data-lid="" data-aid="Y6EfkYlG64IJ" data-rp="175"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ojs.bonviewpress.com/index.php/AIA/article/download/833/390" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=175&amp;d=9433711401116868963&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="Y6EfkYlG64IJ"><span class="gs_ctg2">[PDF]</span> bonviewpress.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Y6EfkYlG64IJ" href="https://ojs.bonviewpress.com/index.php/AIA/article/view/833" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=175&amp;d=9433711401116868963&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="Y6EfkYlG64IJ"><b>Machine learning </b>methodology for identifying vehicles using image processing</a></h3><div class="gs_a"><a href="/citations?user=vlDYXA8AAAAJ&amp;hl=en&amp;oi=sra">M Hasanvand</a>, <a href="/citations?user=B4RcpG0AAAAJ&amp;hl=en&amp;oi=sra">M Nooshyar</a>…&nbsp;- Artificial Intelligence&nbsp;…, 2023 - ojs.bonviewpress.com</div><div class="gs_rs">… The training dataset is then used to train <b>machine</b> <b>learning</b> models. The accuracy of the … <br>
size of vehicles; (B) our paper used <b>machine</b> <b>learning</b> as a classifier that can be used for the high …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9433711401116868963&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 142</a> <a href="/scholar?q=related:Y6EfkYlG64IJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:Y6EfkYlG64IJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="nqMkXwHYeLgJ" data-did="nqMkXwHYeLgJ" data-lid="" data-aid="nqMkXwHYeLgJ" data-rp="176"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="nqMkXwHYeLgJ" href="https://www.sciencedirect.com/science/article/pii/S2211285523008029" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=176&amp;d=13292611800586822558&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="nqMkXwHYeLgJ">From prediction to design: recent advances in <b>machine learning </b>for the study of 2D materials</a></h3><div class="gs_a">H He, Y Wang, Y Qi, Z Xu, Y Li, Y Wang&nbsp;- Nano Energy, 2023 - Elsevier</div><div class="gs_rs">… This review comprehensively surveys the multifaceted applications of <b>machine</b> <b>learning</b> (ML) <br>
in the study of 2D materials, filling this research gap. We summarize the latest …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13292611800586822558&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 76</a> <a href="/scholar?q=related:nqMkXwHYeLgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13292611800586822558&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="RVOHZsU7xU0J" data-did="RVOHZsU7xU0J" data-lid="" data-aid="RVOHZsU7xU0J" data-rp="177"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cit2.12216" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=177&amp;d=5603951030347191109&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="RVOHZsU7xU0J"><span class="gs_ctg2">[PDF]</span> wiley.com</a><a href="/scholar?output=instlink&amp;q=info:RVOHZsU7xU0J:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=8533079126523737977&amp;oi=lle">Full View</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="RVOHZsU7xU0J" href="https://ietresearch.onlinelibrary.wiley.com/doi/abs/10.1049/cit2.12216" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=177&amp;d=5603951030347191109&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="RVOHZsU7xU0J">Weakly supervised <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=GLGudM8AAAAJ&amp;hl=en&amp;oi=sra">Z Ren</a>, <a href="/citations?user=B-3bq-IAAAAJ&amp;hl=en&amp;oi=sra">S Wang</a>, <a href="/citations?user=A5lgIN8AAAAJ&amp;hl=en&amp;oi=sra">Y Zhang</a>&nbsp;- CAAI Transactions on Intelligence&nbsp;…, 2023 - Wiley Online Library</div><div class="gs_rs">… , and we call it <b>machine</b> <b>learning</b> when the agent is a computer [1]. In the last decades, <b>machine</b> <br>
<b>learning</b> had … Typically, <b>machine</b> <b>learning</b> can be categorised into four types: supervised …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5603951030347191109&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 146</a> <a href="/scholar?q=related:RVOHZsU7xU0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5603951030347191109&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="syW8BVXewvEJ" data-did="syW8BVXewvEJ" data-lid="" data-aid="syW8BVXewvEJ" data-rp="178"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.academia.edu/download/123707095/IJISRT23MAY2426.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=178&amp;d=17420730765372302771&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="syW8BVXewvEJ"><span class="gs_ctg2">[PDF]</span> academia.edu</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="syW8BVXewvEJ" href="https://www.academia.edu/download/123707095/IJISRT23MAY2426.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=178&amp;d=17420730765372302771&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="syW8BVXewvEJ">A tutorial on principal component analysis for dimensionality reduction in <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=hWhIZT4AAAAJ&amp;hl=en&amp;oi=sra">JP Bharadiya</a>&nbsp;- International journal of innovative science and&nbsp;…, 2023 - academia.edu</div><div class="gs_rs">… <b>machine</b> <b>learning</b> algorithms that can be used for anomaly detection. The technical challenges <br>
in NIDSs based on <b>machine</b> <b>learning</b> … the Support Vector <b>Machine</b> algorithm with the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17420730765372302771&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 141</a> <a href="/scholar?q=related:syW8BVXewvEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:syW8BVXewvEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="CUF866WkkoQJ" data-did="CUF866WkkoQJ" data-lid="" data-aid="CUF866WkkoQJ" data-rp="179"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://besjournals.onlinelibrary.wiley.com/doi/pdf/10.1111%2F2041-210X.14061" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=179&amp;d=9552878792133591305&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="CUF866WkkoQJ"><span class="gs_ctg2">[PDF]</span> wiley.com</a><a href="/scholar?output=instlink&amp;q=info:CUF866WkkoQJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=14628654214056108250&amp;oi=lle">Full View</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="CUF866WkkoQJ" href="https://besjournals.onlinelibrary.wiley.com/doi/abs/10.1111/2041-210X.14061" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=179&amp;d=9552878792133591305&amp;ei=oWHkaLrTBo6IieoP7dK5sA0" data-clk-atid="CUF866WkkoQJ"><b>Machine learning </b>and deep <b>learning</b>—A review for ecologists</a></h3><div class="gs_a"><a href="/citations?user=u0KkMXcAAAAJ&amp;hl=en&amp;oi=sra">M Pichler</a>, <a href="/citations?user=AdcDit0AAAAJ&amp;hl=en&amp;oi=sra">F Hartig</a>&nbsp;- Methods in Ecology and Evolution, 2023 - Wiley Online Library</div><div class="gs_rs">… solutions for classical statistical methods but also the development of alternative modelling <br>
approaches for data analysis and predictions that we collectively refer to as “<b>machine</b> <b>learning</b>…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9552878792133591305&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 334</a> <a href="/scholar?q=related:CUF866WkkoQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related 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href="/citations?user=0dxTg88AAAAJ&amp;hl=en&amp;oi=sra">A Ferreira</a>…&nbsp;- Nature <b>Machine</b>&nbsp;…, 2024 - nature.com</div><div class="gs_rs">Abstract <b>Machine</b> <b>learning</b> (ML) has revolutionized robotics by enhancing perception, adaptability, <br>
decision-making and more, enabling robots to work in complex scenarios beyond the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14403218496778387824&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 60</a> <a href="/scholar?q=related:cMHPSumC4scJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14403218496778387824&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="dmfZsHTyOdYJ" data-did="dmfZsHTyOdYJ" data-lid="" data-aid="dmfZsHTyOdYJ" data-rp="181"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Olatunbosun-Joseph/publication/382855680_Integrating_AI_and_Machine_Learning_in_STEM_education_Challenges_and_opportunities/links/66cd181675613475fe7f576a/Integrating-AI-and-Machine-Learning-in-STEM-education-Challenges-and-opportunities.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=181&amp;d=15436635780786251638&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="dmfZsHTyOdYJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="dmfZsHTyOdYJ" href="https://www.researchgate.net/profile/Olatunbosun-Joseph/publication/382855680_Integrating_AI_and_Machine_Learning_in_STEM_education_Challenges_and_opportunities/links/66cd181675613475fe7f576a/Integrating-AI-and-Machine-Learning-in-STEM-education-Challenges-and-opportunities.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=181&amp;d=15436635780786251638&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="dmfZsHTyOdYJ">Integrating AI and <b>Machine Learning </b>in STEM education: Challenges and opportunities</a></h3><div class="gs_a"><a href="/citations?user=huSjiegAAAAJ&amp;hl=en&amp;oi=sra">OB Joseph</a>, <a href="/citations?user=3q1FX8oAAAAJ&amp;hl=en&amp;oi=sra">NC Uzondu</a>&nbsp;- Computer Science &amp; IT Research&nbsp;…, 2024 - researchgate.net</div><div class="gs_rs">… Intelligence (AI) and <b>Machine</b> <b>Learning</b> (ML) in STEM … outcomes, personalize <b>learning</b> <br>
experiences and address critical … contribute to personalized <b>learning</b>, adaptive teaching strategies, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15436635780786251638&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 53</a> <a href="/scholar?q=related:dmfZsHTyOdYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:dmfZsHTyOdYJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="z6XGn23r6vIJ" data-did="z6XGn23r6vIJ" data-lid="" data-aid="z6XGn23r6vIJ" data-rp="182"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2212.04546" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=182&amp;d=17504061757793412559&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="z6XGn23r6vIJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="z6XGn23r6vIJ" href="https://www.sciencedirect.com/science/article/pii/S2214212622002496" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=182&amp;d=17504061757793412559&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="z6XGn23r6vIJ">A dependable hybrid <b>machine learning </b>model for network intrusion detection</a></h3><div class="gs_a"><a href="/citations?user=dmrKY2wAAAAJ&amp;hl=en&amp;oi=sra">MA Talukder</a>, <a href="/citations?user=6d4PHZEAAAAJ&amp;hl=en&amp;oi=sra">KF Hasan</a>, <a href="/citations?user=MBF7Y_4AAAAJ&amp;hl=en&amp;oi=sra">MM Islam</a>, <a href="/citations?user=ub1j2jYAAAAJ&amp;hl=en&amp;oi=sra">MA Uddin</a>…&nbsp;- Journal of Information&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… a new hybrid model that combines <b>machine</b> <b>learning</b> and deep <b>learning</b> to increase detection <br>
rates … We compared our developed method to various <b>machine</b> <b>learning</b> and deep <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17504061757793412559&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 250</a> <a href="/scholar?q=related:z6XGn23r6vIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17504061757793412559&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 15 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="DWL8XZ7eHLsJ" data-did="DWL8XZ7eHLsJ" data-lid="" data-aid="DWL8XZ7eHLsJ" data-rp="183"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.academia.edu/download/121079693/AI_and_Machine_Learning_in_Cybersecurity_Strategies_Threats_and_Exploits.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=183&amp;d=13482896156203442701&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="DWL8XZ7eHLsJ"><span class="gs_ctg2">[PDF]</span> academia.edu</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="DWL8XZ7eHLsJ" href="https://www.academia.edu/download/121079693/AI_and_Machine_Learning_in_Cybersecurity_Strategies_Threats_and_Exploits.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=183&amp;d=13482896156203442701&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="DWL8XZ7eHLsJ">AI and <b>Machine Learning </b>in Cybersecurity: Strategies, Threats, and Exploits</a></h3><div class="gs_a">A Mohammed&nbsp;- Innovative Computer Sciences Journal, 2023 - academia.edu</div><div class="gs_rs">… harnesses the power of <b>machine</b> <b>learning</b> to forecast potential … <b>Machine</b> <b>learning</b> models <br>
can process large datasets to … , leveraging AI and <b>machine</b> <b>learning</b> to enhance the speed and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13482896156203442701&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 117</a> <a href="/scholar?q=related:DWL8XZ7eHLsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13482896156203442701&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:DWL8XZ7eHLsJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="VdchbK2O3YMJ" data-did="VdchbK2O3YMJ" data-lid="" data-aid="VdchbK2O3YMJ" data-rp="184"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ascpt.onlinelibrary.wiley.com/doi/pdf/10.1002/cpt.3159" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=184&amp;d=9501907664316258133&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="VdchbK2O3YMJ"><span class="gs_ctg2">[PDF]</span> wiley.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="VdchbK2O3YMJ" href="https://ascpt.onlinelibrary.wiley.com/doi/abs/10.1002/cpt.3159" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=184&amp;d=9501907664316258133&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="VdchbK2O3YMJ">Using <b>machine learning </b>to individualize treatment effect estimation: challenges and opportunities</a></h3><div class="gs_a"><a href="/citations?user=eWRBqsYAAAAJ&amp;hl=en&amp;oi=sra">A Curth</a>, <a href="/citations?user=qDjMyzkAAAAJ&amp;hl=en&amp;oi=sra">RW Peck</a>, <a href="/citations?user=_uBxMwkAAAAJ&amp;hl=en&amp;oi=sra">E McKinney</a>…&nbsp;- Clinical&nbsp;…, 2024 - Wiley Online Library</div><div class="gs_rs">… We argue that novel <b>machine</b> <b>learning</b> (ML) methods can be used to overcome these <br>
major limitations, creating a real-world evidence base that can augment and complement the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9501907664316258133&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 33</a> <a href="/scholar?q=related:VdchbK2O3YMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=9501907664316258133&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="UTNGiCTd5UsJ" data-did="UTNGiCTd5UsJ" data-lid="" data-aid="UTNGiCTd5UsJ" data-rp="185"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2072-6643/16/7/1073" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=185&amp;d=5469020471486198609&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="UTNGiCTd5UsJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="UTNGiCTd5UsJ" href="https://www.mdpi.com/2072-6643/16/7/1073" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=185&amp;d=5469020471486198609&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="UTNGiCTd5UsJ">Applications of artificial intelligence, <b>machine learning</b>, and deep <b>learning </b>in nutrition: A systematic review</a></h3><div class="gs_a"><a href="/citations?user=yNntPwkAAAAJ&amp;hl=en&amp;oi=sra">TP Theodore Armand</a>, <a href="/citations?user=bUVFZ0EAAAAJ&amp;hl=en&amp;oi=sra">KA Nfor</a>, JI Kim, <a href="/citations?user=JUjXiVEAAAAJ&amp;hl=en&amp;oi=sra">HC Kim</a>&nbsp;- Nutrients, 2024 - mdpi.com</div><div class="gs_rs">… A systematic literature review was conducted in this study regarding the applications of AI, <br>
<b>machine</b> <b>learning</b>, and deep <b>learning</b> techniques applied in nutrition sciences. A hybrid …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5469020471486198609&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 78</a> <a href="/scholar?q=related:UTNGiCTd5UsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5469020471486198609&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:UTNGiCTd5UsJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="YS8YuFCBDqIJ" data-did="YS8YuFCBDqIJ" data-lid="" data-aid="YS8YuFCBDqIJ" data-rp="186"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://wires.onlinelibrary.wiley.com/doi/full/10.1002/wcms.1730" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=186&amp;d=11677413067504234337&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="YS8YuFCBDqIJ"><span class="gs_ctg2">[HTML]</span> wiley.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="YS8YuFCBDqIJ" href="https://wires.onlinelibrary.wiley.com/doi/abs/10.1002/wcms.1730" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=186&amp;d=11677413067504234337&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="YS8YuFCBDqIJ">Catalysis in the digital age: Unlocking the power of data with <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=HM_mn4IAAAAJ&amp;hl=en&amp;oi=sra">BM Abraham</a>, <a href="/citations?user=8qVGnokAAAAJ&amp;hl=en&amp;oi=sra">MV Jyothirmai</a>, P Sinha…&nbsp;- Wiley&nbsp;…, 2024 - Wiley Online Library</div><div class="gs_rs">… The present review article provides a practical guidance on using <b>machine</b> <b>learning</b> (ML) <br>
techniques for catalyst development, including data acquisition, feature engineering, model …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11677413067504234337&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 37</a> <a href="/scholar?q=related:YS8YuFCBDqIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="rdy6giRaZv4J" data-did="rdy6giRaZv4J" data-lid="" data-aid="rdy6giRaZv4J" data-rp="187"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/am/pii/S0951832022005154" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=187&amp;d=18331438446116789421&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="rdy6giRaZv4J"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="rdy6giRaZv4J" href="https://www.sciencedirect.com/science/article/pii/S0951832022005154" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=187&amp;d=18331438446116789421&amp;ei=p2HkaKn6FPKOieoP85S7oQk" data-clk-atid="rdy6giRaZv4J">Physics-informed <b>machine learning </b>for reliability and systems safety applications: State of the art and challenges</a></h3><div class="gs_a"><a href="/citations?user=2RipgvcAAAAJ&amp;hl=en&amp;oi=sra">Y Xu</a>, <a href="/citations?user=26dtmKQAAAAJ&amp;hl=en&amp;oi=sra">S Kohtz</a>, <a href="/citations?user=tU1RZK8AAAAJ&amp;hl=en&amp;oi=sra">J Boakye</a>, <a href="/citations?user=dDGrxl8AAAAJ&amp;hl=en&amp;oi=sra">P Gardoni</a>, <a href="/citations?user=itDDCZIAAAAJ&amp;hl=en&amp;oi=sra">P Wang</a>&nbsp;- Reliability Engineering &amp;&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… modeling with <b>machine</b> <b>learning</b> approaches, referred to as physics-informed <b>machine</b> <b>learning</b> <br>
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Try again later.</div><div id="gs_md_s"></div><div data-h="0" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_cit" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_cit-t" data-cid="gs_citd" data-wfc="gs_cit-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_cit-x" role="button" aria-label="Cancel" data-mdx="gs_cit" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gs_cit-t" class="gs_md_hdr_t">Cite</h2><div class="gs_md_hdr_b"></div></div><div id="gs_cit-bdy" class="gs_md_bdy"><style>#gs_cit{width:520px;max-width:80%;}.gs_el_ph #gs_cit{width:100%;max-width:100%;}#gs_citt table{width:100%;margin-top:-8px;}#gs_citt td,#gs_citt th{vertical-align:top;padding:8px 0;}#gs_citt th{text-align:right;font-weight:normal;color:#777;padding-right:16px;white-space:nowrap;-webkit-user-select:none;user-select:none;}#gs_citi{margin:16px 0 0 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class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://www.researchgate.net/profile/Jeremiah-Olamijuwon/publication/386422838_Review_of_predictive_modeling_and_machine_learning_applications_in_financial_service_analysis/links/67509585876bd177783c047e/Review-of-predictive-modeling-and-machine-learning-applications-in-financial-service-analysis.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=190&amp;d=7893808638794628818&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="0n5DQCJxjG0J">Review of predictive modeling and <b>machine learning </b>applications in financial service analysis</a></h3><div class="gs_a"><a href="/citations?user=kTbVfE0AAAAJ&amp;hl=en&amp;oi=sra">KJ Olowe</a>, <a href="/citations?user=F3ElJl8AAAAJ&amp;hl=en&amp;oi=sra">NL Edoh</a>, <a href="/citations?user=4Q7m3PQAAAAJ&amp;hl=en&amp;oi=sra">SJC Zouo</a>…&nbsp;- Computer Science &amp; IT&nbsp;…, 2024 - researchgate.net</div><div class="gs_rs">… challenges associated with the use of <b>machine</b> <b>learning</b> techniques in the financial services 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industry… This review will highlight the growing importance of <b>machine</b> <b>learning</b> in the financial …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7893808638794628818&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 24</a> <a href="/scholar?q=related:0n5DQCJxjG0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7893808638794628818&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:0n5DQCJxjG0J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="MrlbXeUgdCgJ" data-did="MrlbXeUgdCgJ" data-lid="" data-aid="MrlbXeUgdCgJ" data-rp="191"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.nature.com/articles/s41587-023-01674-2.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=191&amp;d=2914991028301445426&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="MrlbXeUgdCgJ"><span class="gs_ctg2">[PDF]</span> nature.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="MrlbXeUgdCgJ" href="https://www.nature.com/articles/s41587-023-01674-2" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=191&amp;d=2914991028301445426&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="MrlbXeUgdCgJ">High-throughput microbial culturomics using automation and <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=j0TsocIAAAAJ&amp;hl=en&amp;oi=sra">Y Huang</a>, <a href="/citations?user=iWQ1yIcAAAAJ&amp;hl=en&amp;oi=sra">RU Sheth</a>, <a href="/citations?user=2DUsuVYAAAAJ&amp;hl=en&amp;oi=sra">S Zhao</a>, <a href="/citations?user=fFNqG20AAAAJ&amp;hl=en&amp;oi=sra">LA Cohen</a>…&nbsp;- Nature&nbsp;…, 2023 - nature.com</div><div class="gs_rs">… We develop a <b>machine</b> <b>learning</b> approach that leverages colony morphology and genomic <br>
data to maximize the diversity of microbes isolated and enable targeted picking of specific …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2914991028301445426&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 203</a> <a href="/scholar?q=related:MrlbXeUgdCgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2914991028301445426&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 10 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="PkeKMqS4uRoJ" data-did="PkeKMqS4uRoJ" data-lid="" data-aid="PkeKMqS4uRoJ" data-rp="192"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2215098623001337" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=192&amp;d=1925773331039668030&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="PkeKMqS4uRoJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="PkeKMqS4uRoJ" href="https://www.sciencedirect.com/science/article/pii/S2215098623001337" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=192&amp;d=1925773331039668030&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="PkeKMqS4uRoJ">A survey of applications of artificial intelligence and <b>machine learning </b>in future mobile networks-enabled systems</a></h3><div class="gs_a"><a href="/citations?user=9cKAGVkAAAAJ&amp;hl=en&amp;oi=sra">İ Yazici</a>, <a href="/citations?user=sVnv5FMAAAAJ&amp;hl=en&amp;oi=sra">I Shayea</a>, <a href="/citations?user=iKhwvNwAAAAJ&amp;hl=en&amp;oi=sra">J Din</a>&nbsp;- …&nbsp;Science and Technology, an International Journal, 2023 - Elsevier</div><div class="gs_rs">… <b>machine</b> <b>learning</b> … of <b>machine</b> <b>learning</b> and artificial intelligence applications for different <br>
use cases enabled by future mobile communication systems. An overview of <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1925773331039668030&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 121</a> <a href="/scholar?q=related:PkeKMqS4uRoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1925773331039668030&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Ux7tb1x1XKIJ" data-did="Ux7tb1x1XKIJ" data-lid="" data-aid="Ux7tb1x1XKIJ" data-rp="193"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2075-4426/13/3/406" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=193&amp;d=11699354971876957779&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="Ux7tb1x1XKIJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="Ux7tb1x1XKIJ" href="https://www.mdpi.com/2075-4426/13/3/406" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=193&amp;d=11699354971876957779&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="Ux7tb1x1XKIJ">Predicting the onset of diabetes with <b>machine learning </b>methods</a></h3><div class="gs_a">CY Chou, <a href="/citations?user=6uRmdCkAAAAJ&amp;hl=en&amp;oi=sra">DY Hsu</a>, CH Chou&nbsp;- Journal of Personalized Medicine, 2023 - mdpi.com</div><div class="gs_rs">… After sorting out the complete data of the patients, this study used Microsoft <b>Machine</b> <b>Learning</b> <br>
Studio to train the models of various kinds of neural networks, and the prediction results …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11699354971876957779&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 138</a> <a href="/scholar?q=related:Ux7tb1x1XKIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11699354971876957779&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:Ux7tb1x1XKIJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="_xNIZ2fSQQ0J" data-did="_xNIZ2fSQQ0J" data-lid="" data-aid="_xNIZ2fSQQ0J" data-rp="194"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC11013624/pdf/nutrients-16-01073.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=194&amp;d=955275937535497215&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="_xNIZ2fSQQ0J"><span class="gs_ctg2">[PDF]</span> nih.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="_xNIZ2fSQQ0J" href="https://pmc.ncbi.nlm.nih.gov/articles/PMC11013624/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=194&amp;d=955275937535497215&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="_xNIZ2fSQQ0J">Applications of artificial intelligence, <b>machine learning</b>, and deep <b>learning </b>in nutrition: a systematic review</a></h3><div class="gs_a"><a href="/citations?user=yNntPwkAAAAJ&amp;hl=en&amp;oi=sra">TPT Armand</a>, <a href="/citations?user=bUVFZ0EAAAAJ&amp;hl=en&amp;oi=sra">KA Nfor</a>, JI Kim, <a href="/citations?user=JUjXiVEAAAAJ&amp;hl=en&amp;oi=sra">HC Kim</a>&nbsp;- Nutrients, 2024 - pmc.ncbi.nlm.nih.gov</div><div class="gs_rs">… A systematic literature review was conducted in this study regarding the applications of AI, <br>
<b>machine</b> <b>learning</b>, and deep <b>learning</b> techniques applied in nutrition sciences. A hybrid …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=955275937535497215&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 75</a> <a href="/scholar?q=related:_xNIZ2fSQQ0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=955275937535497215&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="LuJvKRXnDvkJ" data-did="LuJvKRXnDvkJ" data-lid="" data-aid="LuJvKRXnDvkJ" data-rp="195"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://journals.ametsoc.org/downloadpdf/view/journals/aies/3/1/AIES-D-23-0018.1.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=195&amp;d=17946535643193532974&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="LuJvKRXnDvkJ"><span class="gs_ctg2">[PDF]</span> ametsoc.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="LuJvKRXnDvkJ" href="https://journals.ametsoc.org/view/journals/aies/3/1/AIES-D-23-0018.1.xml" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=195&amp;d=17946535643193532974&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="LuJvKRXnDvkJ">A <b>machine learning </b>explainability tutorial for atmospheric sciences</a></h3><div class="gs_a">ML Flora, <a href="/citations?user=srHffa8AAAAJ&amp;hl=en&amp;oi=sra">CK Potvin</a>, <a href="/citations?user=y_4QsYAAAAAJ&amp;hl=en&amp;oi=sra">A McGovern</a>…&nbsp;- Artificial Intelligence for&nbsp;…, 2024 - journals.ametsoc.org</div><div class="gs_rs">… With increasing interest in explaining <b>machine</b> <b>learning</b> (ML) models, this paper synthesizes <br>
… of <b>machine</b> <b>learning</b> explainability in the atmospheric and other environmental sciences. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17946535643193532974&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 49</a> <a href="/scholar?q=related:LuJvKRXnDvkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17946535643193532974&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="LU7t615R5BwJ" data-did="LU7t615R5BwJ" data-lid="" data-aid="LU7t615R5BwJ" data-rp="196"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://par.nsf.gov/servlets/purl/10480066" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=196&amp;d=2081878395878985261&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="LU7t615R5BwJ"><span class="gs_ctg2">[PDF]</span> nsf.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="LU7t615R5BwJ" href="https://www.nature.com/articles/s41929-023-00911-w" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=196&amp;d=2081878395878985261&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="LU7t615R5BwJ">Bridging the complexity gap in computational heterogeneous catalysis with <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=6PAFI-QAAAAJ&amp;hl=en&amp;oi=sra">T Mou</a>, <a href="/citations?user=1szSFXIAAAAJ&amp;hl=en&amp;oi=sra">HS Pillai</a>, <a href="/citations?user=MwuwpgcAAAAJ&amp;hl=en&amp;oi=sra">S Wang</a>, <a href="/citations?user=-GQ5m3sAAAAJ&amp;hl=en&amp;oi=sra">M Wan</a>, <a href="/citations?user=wiTAJpoAAAAJ&amp;hl=en&amp;oi=sra">X Han</a>…&nbsp;- Nature Catalysis, 2023 - nature.com</div><div class="gs_rs">… developments and applications of <b>machine</b> <b>learning</b> to narrow and, … and challenges of <br>
<b>machine</b> <b>learning</b> for the automated … We discuss <b>machine</b> <b>learning</b> algorithms in alleviating some …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2081878395878985261&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 199</a> <a href="/scholar?q=related:LU7t615R5BwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2081878395878985261&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="-EinindtlNcJ" data-did="-EinindtlNcJ" data-lid="" data-aid="-EinindtlNcJ" data-rp="197"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2301.13852" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=197&amp;d=15534161374902438136&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="-EinindtlNcJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="-EinindtlNcJ" href="https://arxiv.org/abs/2301.13852" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=197&amp;d=15534161374902438136&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="-EinindtlNcJ">Chatgpt or human? detect and explain. explaining decisions of <b>machine learning </b>model for detecting short chatgpt-generated text</a></h3><div class="gs_a"><a href="/citations?user=SBQZHb0AAAAJ&amp;hl=en&amp;oi=sra">S Mitrović</a>, <a href="/citations?user=yhR3K0gAAAAJ&amp;hl=en&amp;oi=sra">D Andreoletti</a>, <a href="/citations?user=jvtEKv0AAAAJ&amp;hl=en&amp;oi=sra">O Ayoub</a>&nbsp;- arXiv preprint arXiv:2301.13852, 2023 - arxiv.org</div><div class="gs_rs">… In this paper, we study whether a <b>machine</b> <b>learning</b> model can be effectively trained to <br>
accurately distinguish between original human and seemingly human (that is, ChatGPT-generated…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15534161374902438136&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 245</a> <a href="/scholar?q=related:-EinindtlNcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15534161374902438136&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:-EinindtlNcJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="JD864jmdUAYJ" data-did="JD864jmdUAYJ" data-lid="" data-aid="JD864jmdUAYJ" data-rp="198"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://yuktabpublisher.com/index.php/IJMC/article/download/115/109" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=198&amp;d=455036434298584868&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="JD864jmdUAYJ"><span class="gs_ctg2">[PDF]</span> yuktabpublisher.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="JD864jmdUAYJ" href="http://yuktabpublisher.com/index.php/IJMC/article/view/115" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=198&amp;d=455036434298584868&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="JD864jmdUAYJ">Enhancing Marketing, Sales, Innovation, and Financial Management Through <b>Machine Learning</b></a></h3><div class="gs_a"><a href="/citations?user=dVXoS_MAAAAJ&amp;hl=en&amp;oi=sra">SKC Tulli</a>&nbsp;- International Journal of Modern Computing, 2023 - yuktabpublisher.com</div><div class="gs_rs">… Planning ahead for potential maintenance needs Proactive maintenance powered by artificial <br>
intelligence and <b>machine</b> <b>learning</b> is gaining traction in industries such as transportation …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=455036434298584868&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 115</a> <a href="/scholar?q=related:JD864jmdUAYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:JD864jmdUAYJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Jzi8PTcief0J" data-did="Jzi8PTcief0J" data-lid="" data-aid="Jzi8PTcief0J" data-rp="199"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2227-7072/11/3/94" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=199&amp;d=18264667384432048167&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="Jzi8PTcief0J"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="Jzi8PTcief0J" href="https://www.mdpi.com/2227-7072/11/3/94" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=199&amp;d=18264667384432048167&amp;ei=rWHkaMykJNTZzwLty7vgBQ" data-clk-atid="Jzi8PTcief0J">Forecasting stock market prices using <b>machine learning </b>and deep <b>learning </b>models: A systematic review, performance analysis and discussion of implications</a></h3><div class="gs_a">G Sonkavde, <a href="/citations?user=h60HU0YAAAAJ&amp;hl=en&amp;oi=sra">DS Dharrao</a>, <a href="/citations?user=HKRqBfEAAAAJ&amp;hl=en&amp;oi=sra">AM Bongale</a>…&nbsp;- International Journal of&nbsp;…, 2023 - mdpi.com</div><div class="gs_rs">… Hence, this review article presents recent state-of-the-art <b>machine</b> <b>learning</b> and deep <br>
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The salient contributions and uniqueness of this …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=18264667384432048167&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 257</a> <a href="/scholar?q=related:Jzi8PTcief0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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The traditional shield attitude control method is manual control based on a driver's experience…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1127166601083161459&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 107</a> <a href="/scholar?q=related:cws_PA2ApA8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1127166601083161459&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="cWQpNA0mVMoJ" data-did="cWQpNA0mVMoJ" data-lid="" data-aid="cWQpNA0mVMoJ" data-rp="202"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2772662223000449" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=202&amp;d=14579319731856696433&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="cWQpNA0mVMoJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="cWQpNA0mVMoJ" href="https://www.sciencedirect.com/science/article/pii/S2772662223000449" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=202&amp;d=14579319731856696433&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="cWQpNA0mVMoJ">A systematic review of the literature on <b>machine learning </b>application of determining the attributes influencing academic performance</a></h3><div class="gs_a"><a href="/citations?user=bamzBX0AAAAJ&amp;hl=en&amp;oi=sra">I Issah</a>, <a href="/citations?user=LmjBw1QAAAAJ&amp;hl=en&amp;oi=sra">O Appiah</a>, <a href="/citations?user=TAYKVm8AAAAJ&amp;hl=en&amp;oi=sra">P Appiahene</a>, <a href="/citations?user=ejX-UF4AAAAJ&amp;hl=en&amp;oi=sra">F Inusah</a>&nbsp;- Decision analytics journal, 2023 - Elsevier</div><div class="gs_rs">… , educational stakeholders, including the <b>machine</b> <b>learning</b> (ML) community, have taken an <br>
… This systematic literature review identifies various <b>machine</b> <b>learning</b> methods based on 84 …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14579319731856696433&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 107</a> <a href="/scholar?q=related:cWQpNA0mVMoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="_8pucoMkoaIJ" data-did="_8pucoMkoaIJ" data-lid="" data-aid="_8pucoMkoaIJ" data-rp="203"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/am/pii/S0021999122009652" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=203&amp;d=11718687852373920511&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="_8pucoMkoaIJ"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="_8pucoMkoaIJ" href="https://www.sciencedirect.com/science/article/pii/S0021999122009652" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=203&amp;d=11718687852373920511&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="_8pucoMkoaIJ">Uncertainty quantification in scientific <b>machine learning</b>: Methods, metrics, and comparisons</a></h3><div class="gs_a"><a href="/citations?user=ZGWre1IAAAAJ&amp;hl=en&amp;oi=sra">AF Psaros</a>, <a href="/citations?user=7rk2aIMAAAAJ&amp;hl=en&amp;oi=sra">X Meng</a>, <a href="/citations?user=xREJbNMAAAAJ&amp;hl=en&amp;oi=sra">Z Zou</a>, <a href="/citations?user=Ys5ZVhEAAAAJ&amp;hl=en&amp;oi=sra">L Guo</a>…&nbsp;- Journal of Computational&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… on solving partial differential equations and <b>learning</b> operator mappings between infinite-… <br>
Further, to help facilitate the deployment of UQ in Scientific <b>Machine</b> <b>Learning</b> research and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11718687852373920511&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 421</a> <a href="/scholar?q=related:_8pucoMkoaIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11718687852373920511&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="ABtTML0R8H4J" data-did="ABtTML0R8H4J" data-lid="" data-aid="ABtTML0R8H4J" data-rp="204"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.redalyc.org/journal/3314/331475280025/331475280025.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=204&amp;d=9146830347446721280&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="ABtTML0R8H4J"><span class="gs_ctg2">[PDF]</span> redalyc.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="ABtTML0R8H4J" href="https://www.redalyc.org/journal/3314/331475280025/331475280025.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=204&amp;d=9146830347446721280&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="ABtTML0R8H4J">Techniques and applications of <b>Machine Learning </b>and Artificial Intelligence in education: a systematic review</a></h3><div class="gs_a"><a href="/citations?user=_Yx9cN4AAAAJ&amp;hl=en&amp;oi=sra">W Forero-Corba</a>, <a href="/citations?user=XktAy3cAAAAJ&amp;hl=en&amp;oi=sra">FN Bennasar</a>&nbsp;- RIED-Revista Iberoamericana de&nbsp;…, 2024 - redalyc.org</div><div class="gs_rs">… El <b>Machine</b> <b>Learning</b> es un campo de la … del <b>Machine</b> <b>Learning</b> e inteligencia artificial en <br>
Educación. La falta de conocimientos y habilidades de los educadores en <b>Machine</b> <b>Learning</b> e …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=9146830347446721280&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 106</a> <a href="/scholar?q=related:ABtTML0R8H4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=9146830347446721280&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:ABtTML0R8H4J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Fv-YcGiphFUJ" data-did="Fv-YcGiphFUJ" data-lid="" data-aid="Fv-YcGiphFUJ" data-rp="205"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S0957417423002397" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=205&amp;d=6162236456180449046&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="Fv-YcGiphFUJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="Fv-YcGiphFUJ" href="https://www.sciencedirect.com/science/article/pii/S0957417423002397" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=205&amp;d=6162236456180449046&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="Fv-YcGiphFUJ">Condition monitoring using <b>machine learning</b>: A review of theory, applications, and recent advances</a></h3><div class="gs_a"><a href="/citations?user=L6UnQ3sAAAAJ&amp;hl=en&amp;oi=sra">O Surucu</a>, <a href="/citations?user=w5Zj_qUAAAAJ&amp;hl=en&amp;oi=sra">SA Gadsden</a>, <a href="/citations?user=v4mvpaoAAAAJ&amp;hl=en&amp;oi=sra">J Yawney</a>&nbsp;- Expert Systems with Applications, 2023 - Elsevier</div><div class="gs_rs">… Hence, based on monitoring the condition of the machinery, predictive maintenance can <br>
minimize <b>machine</b> downtime and potential losses. Throughout the field, <b>machine</b> <b>learning</b> (ML) …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6162236456180449046&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 269</a> <a href="/scholar?q=related:Fv-YcGiphFUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6162236456180449046&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="uIly4Qg2VkgJ" data-did="uIly4Qg2VkgJ" data-lid="" data-aid="uIly4Qg2VkgJ" data-rp="206"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pubs.acs.org/doi/full/10.1021/acs.chemrev.3c00708" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=206&amp;d=5212413030497946040&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="uIly4Qg2VkgJ"><span class="gs_ctg2">[HTML]</span> acs.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="uIly4Qg2VkgJ" href="https://pubs.acs.org/doi/abs/10.1021/acs.chemrev.3c00708" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=206&amp;d=5212413030497946040&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="uIly4Qg2VkgJ"><b>Machine learning </b>aided design and optimization of thermal metamaterials</a></h3><div class="gs_a">C Zhu, <a href="/citations?user=OfTyUFEAAAAJ&amp;hl=en&amp;oi=sra">EA Bamidele</a>, <a href="/citations?user=YA9AZrtdgHUC&amp;hl=en&amp;oi=sra">X Shen</a>, G Zhu, B Li&nbsp;- Chemical Reviews, 2024 - ACS Publications</div><div class="gs_rs">… were previously intractable, for example, the <b>machine</b> <b>learning</b> (ML) has been able to predict <br>
… Then, we present a series of case studies showcasing the application of <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5212413030497946040&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 79</a> <a href="/scholar?q=related:uIly4Qg2VkgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5212413030497946040&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="i3PIdsP_SUEJ" data-did="i3PIdsP_SUEJ" data-lid="" data-aid="i3PIdsP_SUEJ" data-rp="207"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2079-6382/12/3/452" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=207&amp;d=4704572500741747595&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="i3PIdsP_SUEJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="i3PIdsP_SUEJ" href="https://www.mdpi.com/2079-6382/12/3/452" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=207&amp;d=4704572500741747595&amp;ei=s2HkaJvqNMasieoP3am_iQM" data-clk-atid="i3PIdsP_SUEJ">Using <b>machine learning </b>to predict antimicrobial resistance―a literature review</a></h3><div class="gs_a"><a href="/citations?user=G3iz65oAAAAJ&amp;hl=en&amp;oi=sra">A Sakagianni</a>, C Koufopoulou, <a href="/citations?user=8GuyF5QAAAAJ&amp;hl=en&amp;oi=sra">G Feretzakis</a>, <a href="/citations?user=mfu6U_MAAAAJ&amp;hl=en&amp;oi=sra">D Kalles</a>…&nbsp;- Antibiotics, 2023 - mdpi.com</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> (ML) algorithms are increasingly applied in … Both supervised and <br>
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<b>learning</b> and predictive analytics, … Twelve different <b>machine</b> <b>learning</b>-based classifiers have …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3412211475108688089&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 245</a> <a href="/scholar?q=related:2XBdCEKcWi8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3412211475108688089&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="uEojDVNORiMJ" data-did="uEojDVNORiMJ" data-lid="" data-aid="uEojDVNORiMJ" data-rp="211"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="uEojDVNORiMJ" href="https://www.sciencedirect.com/science/article/pii/S0020138322000766" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=211&amp;d=2541805158306892472&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="uEojDVNORiMJ"><b>Machine learning </b>and artificial intelligence in research and healthcare</a></h3><div class="gs_a"><a href="/citations?user=TyZYP_MAAAAJ&amp;hl=en&amp;oi=sra">L Rubinger</a>, <a href="/citations?user=DStT4dwAAAAJ&amp;hl=en&amp;oi=sra">A Gazendam</a>, <a href="/citations?user=YNA04LwAAAAJ&amp;hl=en&amp;oi=sra">S Ekhtiari</a>, <a href="/citations?user=GI5HfmYAAAAJ&amp;hl=en&amp;oi=sra">M Bhandari</a>&nbsp;- Injury, 2023 - Elsevier</div><div class="gs_rs">… Under the umbrella of AI is <b>machine</b> <b>learning</b> (ML). <b>Machine</b> <b>learning</b> is the process of <br>
building or <b>learning</b> statistical models using previously observed real world data to predict …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2541805158306892472&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 190</a> <a href="/scholar?q=related:uEojDVNORiMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2541805158306892472&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="EsJsyeEzhcIJ" data-did="EsJsyeEzhcIJ" data-lid="" data-aid="EsJsyeEzhcIJ" data-rp="212"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.science.org/doi/pdf/10.1126/sciadv.adi1480" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=212&amp;d=14016666460100542994&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="EsJsyeEzhcIJ"><span class="gs_ctg2">[PDF]</span> science.org</a><a href="/scholar?output=instlink&amp;q=info:EsJsyeEzhcIJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=15836814617290085372&amp;oi=lle">Full View</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="EsJsyeEzhcIJ" href="https://www.science.org/doi/abs/10.1126/sciadv.adi1480" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=212&amp;d=14016666460100542994&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="EsJsyeEzhcIJ">Spikingjelly: An open-source <b>machine learning </b>infrastructure platform for spike-based intelligence</a></h3><div class="gs_a"><a href="/citations?user=e2lED2gAAAAJ&amp;hl=en&amp;oi=sra">W Fang</a>, <a href="/citations?user=QzFrppAAAAAJ&amp;hl=en&amp;oi=sra">Y Chen</a>, <a href="/citations?user=4rDfCSsAAAAJ&amp;hl=en&amp;oi=sra">J Ding</a>, <a href="/citations?user=qaUgD50AAAAJ&amp;hl=en&amp;oi=sra">Z Yu</a>, <a href="/citations?user=fkzUZ-oAAAAJ&amp;hl=en&amp;oi=sra">T Masquelier</a>…&nbsp;- Science&nbsp;…, 2023 - science.org</div><div class="gs_rs">… of real neural systems but are not designed to solve <b>machine</b> <b>learning</b> tasks. Nengo (80), … <br>
<b>machine</b> <b>learning</b> and reinforcement <b>learning</b> algorithms but still lack the modern deep <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14016666460100542994&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 383</a> <a href="/scholar?q=related:EsJsyeEzhcIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14016666460100542994&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 12 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="SgVD0rQh9s4J" data-did="SgVD0rQh9s4J" data-lid="" data-aid="SgVD0rQh9s4J" data-rp="213"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Teja-Gatla/publication/380732622_MACHINE_LEARNING_IN_CREDIT_RISK_ASSESSMENT_ANALYZING_HOW_MACHINE_LEARNING_MODELS_ARE_TRANSFORMING_THE_ASSESSMENT_OF_CREDIT_RISK_FOR_LOANS_AND_CREDIT_CARDS/links/664c23ce22a7f16b4f3e8d63/MACHINE-LEARNING-IN-CREDIT-RISK-ASSESSMENT-ANALYZING-HOW-MACHINE-LEARNING-MODELS-ARE-TRANSFORMING-THE-ASSESSMENT-OF-CREDIT-RISK-FOR-LOANS-AND-CREDIT-CARDS.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=213&amp;d=14913144276589413706&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="SgVD0rQh9s4J"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="SgVD0rQh9s4J" href="https://www.researchgate.net/profile/Teja-Gatla/publication/380732622_MACHINE_LEARNING_IN_CREDIT_RISK_ASSESSMENT_ANALYZING_HOW_MACHINE_LEARNING_MODELS_ARE_TRANSFORMING_THE_ASSESSMENT_OF_CREDIT_RISK_FOR_LOANS_AND_CREDIT_CARDS/links/664c23ce22a7f16b4f3e8d63/MACHINE-LEARNING-IN-CREDIT-RISK-ASSESSMENT-ANALYZING-HOW-MACHINE-LEARNING-MODELS-ARE-TRANSFORMING-THE-ASSESSMENT-OF-CREDIT-RISK-FOR-LOANS-AND-CREDIT-CARDS.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=213&amp;d=14913144276589413706&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="SgVD0rQh9s4J"><b>Machine Learning </b>in Credit Risk Assessment: Analyzing How <b>Machine Learning </b>Models Are</a></h3><div class="gs_a"><a href="/citations?user=V2RhotsAAAAJ&amp;hl=en&amp;oi=sra">TR Gatla</a>&nbsp;- International Journal of Emerging Technologies and&nbsp;…, 2023 - researchgate.net</div><div class="gs_rs">… of <b>machine</b> <b>learning</b> in credit risk assessment, focusing on the data pre-processing aspects <br>
… of <b>machine</b> <b>learning</b> models. The report begins with an overview of <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14913144276589413706&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 58</a> <a href="/scholar?q=related:SgVD0rQh9s4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14913144276589413706&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:SgVD0rQh9s4J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="zdSxlr15K7AJ" data-did="zdSxlr15K7AJ" data-lid="" data-aid="zdSxlr15K7AJ" data-rp="214"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1186/s43067-023-00108-y.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=214&amp;d=12694373829857891533&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="zdSxlr15K7AJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="zdSxlr15K7AJ" href="https://link.springer.com/article/10.1186/s43067-023-00108-y" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=214&amp;d=12694373829857891533&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="zdSxlr15K7AJ">Healthcare predictive analytics using <b>machine learning </b>and deep <b>learning </b>techniques: a survey</a></h3><div class="gs_a"><a href="/citations?user=j9Tb88wAAAAJ&amp;hl=en&amp;oi=sra">M Badawy</a>, <a href="/citations?user=xx_ZkAEAAAAJ&amp;hl=en&amp;oi=sra">N Ramadan</a>, <a href="/citations?user=ApGLVj4AAAAJ&amp;hl=en&amp;oi=sra">HA Hefny</a>&nbsp;- Journal of Electrical Systems and&nbsp;…, 2023 - Springer</div><div class="gs_rs">… the role of systems depending on <b>machine</b> <b>learning</b> and deep <b>learning</b> in the creation of steps <br>
… survey of existing <b>machine</b> <b>learning</b> and deep <b>learning</b> approaches utilized in healthcare …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12694373829857891533&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 210</a> <a href="/scholar?q=related:zdSxlr15K7AJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12694373829857891533&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 13 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="WIjjD18-j0kJ" data-did="WIjjD18-j0kJ" data-lid="" data-aid="WIjjD18-j0kJ" data-rp="215"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.tandfonline.com/doi/pdf/10.2147/jmdh.s410301" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=215&amp;d=5300523864447748184&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="WIjjD18-j0kJ"><span class="gs_ctg2">[PDF]</span> tandfonline.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="WIjjD18-j0kJ" href="https://www.tandfonline.com/doi/abs/10.2147/JMDH.S410301" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=215&amp;d=5300523864447748184&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="WIjjD18-j0kJ"><b>Machine learning </b>and AI in cancer prognosis, prediction, and treatment selection: a critical approach</a></h3><div class="gs_a">B Zhang, H Shi, H Wang&nbsp;- Journal of multidisciplinary healthcare, 2023 - Taylor &amp; Francis</div><div class="gs_rs">… Citation27 This is accomplished by AI using deep <b>learning</b> methods and <b>machine</b> <b>learning</b> <br>
techniques. These systems can identify behavioral patterns and generate their own reasoning…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5300523864447748184&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 274</a> <a href="/scholar?q=related:WIjjD18-j0kJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5300523864447748184&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="jUkvnBu59vwJ" data-did="jUkvnBu59vwJ" data-lid="" data-aid="jUkvnBu59vwJ" data-rp="216"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="jUkvnBu59vwJ" href="https://ieeexplore.ieee.org/abstract/document/10449493/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=216&amp;d=18227960070064261517&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="jUkvnBu59vwJ">The Emergence of Artificial Intelligence and <b>Machine Learning </b>in Contemporary Business Management</a></h3><div class="gs_a"><a href="/citations?user=kpOB8iwAAAAJ&amp;hl=en&amp;oi=sra">P William</a>, A Panicker, A Falah…&nbsp;- 2023 4th&nbsp;…, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… In this article, the fundamental concepts behind <b>machine</b> <b>learning</b> are deconstructed, … to <br>
<b>machine</b> <b>learning</b>. In addition to this, the paper highlights the benefits of using <b>machine</b> <b>learning</b>, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=18227960070064261517&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 69</a> <a href="/scholar?q=related:jUkvnBu59vwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="8cZQx13PUPUJ" data-did="8cZQx13PUPUJ" data-lid="" data-aid="8cZQx13PUPUJ" data-rp="217"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2404.00897" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=217&amp;d=17676856539112064753&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="8cZQx13PUPUJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="8cZQx13PUPUJ" href="https://www.sciencedirect.com/science/article/pii/B9780443237614000122" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=217&amp;d=17676856539112064753&amp;ei=umHkaML6BtvTieoP4fTokAI" data-clk-atid="8cZQx13PUPUJ"><b>Machine learning </b>robustness: A primer</a></h3><div class="gs_a">HB Braiek, <a href="/citations?user=YYXb3KIAAAAJ&amp;hl=en&amp;oi=sra">F Khomh</a>&nbsp;- Trustworthy AI in Medical Imaging, 2025 - Elsevier</div><div class="gs_rs">This chapter explores the foundational concept of robustness in <b>Machine</b> <b>Learning</b> (ML) and <br>
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Try again later.</div><div id="gs_md_s"></div><div data-h="0" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_cit" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_cit-t" data-cid="gs_citd" data-wfc="gs_cit-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_cit-x" role="button" aria-label="Cancel" data-mdx="gs_cit" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gs_cit-t" class="gs_md_hdr_t">Cite</h2><div class="gs_md_hdr_b"></div></div><div id="gs_cit-bdy" class="gs_md_bdy"><style>#gs_cit{width:520px;max-width:80%;}.gs_el_ph #gs_cit{width:100%;max-width:100%;}#gs_citt table{width:100%;margin-top:-8px;}#gs_citt td,#gs_citt th{vertical-align:top;padding:8px 0;}#gs_citt th{text-align:right;font-weight:normal;color:#777;padding-right:16px;white-space:nowrap;-webkit-user-select:none;user-select:none;}#gs_citi{margin:16px 0 0 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class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://arxiv.org/pdf/2311.07274" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=220&amp;d=2757570390915197089&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="oaiiCanbRCYJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="oaiiCanbRCYJ" href="https://iopscience.iop.org/article/10.1088/0256-307X/40/12/122101/meta" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=220&amp;d=2757570390915197089&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="oaiiCanbRCYJ">Phase transition study meets <b>machine learning</b></a></h3><div class="gs_a">YG Ma, <a href="/citations?user=x5-cIIoAAAAJ&amp;hl=en&amp;oi=sra">LG Pang</a>, R Wang, <a href="/citations?user=Winv18IAAAAJ&amp;hl=en&amp;oi=sra">K Zhou</a>&nbsp;- Chinese Physics Letters, 2023 - iopscience.iop.org</div><div class="gs_rs">In recent years, <b>machine</b> <b>learning</b> (ML) techniques have emerged as powerful tools for studying <br>
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categories of <b>machine</b> <b>learning</b> algorithms, supervised and unsupervised <b>learning</b>, and their …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13872600235891714721&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 245</a> <a href="/scholar?q=related:oWpTE2pghcAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13872600235891714721&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:oWpTE2pghcAJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="gHXlZbnS4fIJ" data-did="gHXlZbnS4fIJ" data-lid="" data-aid="gHXlZbnS4fIJ" data-rp="225"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/am/pii/S0079642522000998" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=225&amp;d=17501501320658777472&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="gHXlZbnS4fIJ"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="gHXlZbnS4fIJ" href="https://www.sciencedirect.com/science/article/pii/S0079642522000998" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=225&amp;d=17501501320658777472&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="gHXlZbnS4fIJ"><b>Machine learning </b>for high-entropy alloys: Progress, challenges and opportunities</a></h3><div class="gs_a"><a href="/citations?user=1FeNRFcAAAAJ&amp;hl=en&amp;oi=sra">X Liu</a>, <a href="/citations?user=LiDm8jEAAAAJ&amp;hl=en&amp;oi=sra">J Zhang</a>, <a href="/citations?user=R-fKoisAAAAJ&amp;hl=en&amp;oi=sra">Z Pei</a>&nbsp;- Progress in Materials Science, 2023 - Elsevier</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> (ML) sheds light on these problems with its capability to represent … Examples <br>
of <b>machine</b>-learned phase-formation rules and order parameters are used to illustrate the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17501501320658777472&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 308</a> <a href="/scholar?q=related:gHXlZbnS4fIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17501501320658777472&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="qUcR2LS0ZCIJ" data-did="qUcR2LS0ZCIJ" data-lid="" data-aid="qUcR2LS0ZCIJ" data-rp="226"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2667345223000585" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=226&amp;d=2478304383772739497&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="qUcR2LS0ZCIJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="qUcR2LS0ZCIJ" href="https://www.sciencedirect.com/science/article/pii/S2667345223000585" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=226&amp;d=2478304383772739497&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="qUcR2LS0ZCIJ"><b>Machine learning </b>techniques for IoT security: Current research and future vision with generative AI and large language models</a></h3><div class="gs_a"><a href="/citations?user=wiOqHEMAAAAJ&amp;hl=en&amp;oi=sra">F Alwahedi</a>, A Aldhaheri, <a href="/citations?user=IkPeqxMAAAAJ&amp;hl=en&amp;oi=sra">MA Ferrag</a>, A Battah…&nbsp;- Internet of Things and&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… <b>Machine</b> <b>Learning</b> (ML), a rapidly advancing technology, has shown considerable promise <br>
… methodologies, and challenges in applying <b>machine</b> <b>learning</b> for cyber threat detection in IoT …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2478304383772739497&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 254</a> <a href="/scholar?q=related:qUcR2LS0ZCIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2478304383772739497&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="jehfe1UwA5MJ" data-did="jehfe1UwA5MJ" data-lid="" data-aid="jehfe1UwA5MJ" data-rp="227"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S0163445323003791" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=227&amp;d=10593363892205774989&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="jehfe1UwA5MJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="jehfe1UwA5MJ" href="https://www.sciencedirect.com/science/article/pii/S0163445323003791" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=227&amp;d=10593363892205774989&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="jehfe1UwA5MJ">Artificial intelligence, <b>machine learning </b>and deep <b>learning</b>: Potential resources for the infection clinician</a></h3><div class="gs_a"><a href="/citations?user=zzC-y3UAAAAJ&amp;hl=en&amp;oi=sra">AA Theodosiou</a>, <a href="/citations?user=XAFEDdIAAAAJ&amp;hl=en&amp;oi=sra">RC Read</a>&nbsp;- Journal of Infection, 2023 - Elsevier</div><div class="gs_rs">Background Artificial intelligence (AI), <b>machine</b> <b>learning</b> and deep <b>learning</b> (including <br>
generative AI) are increasingly being investigated in the context of research and management of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10593363892205774989&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 194</a> <a href="/scholar?q=related:jehfe1UwA5MJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10593363892205774989&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="hwqFdWbt0AgJ" data-did="hwqFdWbt0AgJ" data-lid="" data-aid="hwqFdWbt0AgJ" data-rp="228"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.science.org/doi/pdf/10.1126/science.adi5639" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=228&amp;d=635268571773340295&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="hwqFdWbt0AgJ"><span class="gs_ctg2">[PDF]</span> science.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="hwqFdWbt0AgJ" href="https://www.science.org/doi/abs/10.1126/science.adi5639" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=228&amp;d=635268571773340295&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="hwqFdWbt0AgJ">Mechanism for feature <b>learning </b>in neural networks and backpropagation-free <b>machine learning </b>models</a></h3><div class="gs_a"><a href="/citations?user=jd7_Ed0AAAAJ&amp;hl=en&amp;oi=sra">A Radhakrishnan</a>, <a href="/citations?user=wO-FY_4AAAAJ&amp;hl=en&amp;oi=sra">D Beaglehole</a>, <a href="/citations?user=gp_Gdr8AAAAJ&amp;hl=en&amp;oi=sra">P Pandit</a>, <a href="/citations?user=Iwd9DdkAAAAJ&amp;hl=en&amp;oi=sra">M Belkin</a>&nbsp;- Science, 2024 - science.org</div><div class="gs_rs">… is absent in standard <b>machine</b> <b>learning</b> models, including kernel machines, our result implies <br>
that AGOP can be used to enable task-relevant feature <b>learning</b> in these standard models …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=635268571773340295&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 77</a> <a href="/scholar?q=related:hwqFdWbt0AgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=635268571773340295&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="jaQv_liP49QJ" data-did="jaQv_liP49QJ" data-lid="" data-aid="jaQv_liP49QJ" data-rp="229"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Harikumar-Pallathadka/publication/353611098_Classification_and_prediction_of_student_performance_data_using_various_machine_learning_algorithms/links/610602d4169a1a0103cc9854/Classification-and-prediction-of-student-performance-data-using-various-machine-learning-algorithms.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=229&amp;d=15340262368138470541&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="jaQv_liP49QJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="jaQv_liP49QJ" href="https://www.sciencedirect.com/science/article/pii/S221478532105241X" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=229&amp;d=15340262368138470541&amp;ei=wGHkaPiYFp2qieoPz8OP6Qo" data-clk-atid="jaQv_liP49QJ">Classification and prediction of student performance data using various <b>machine learning </b>algorithms</a></h3><div class="gs_a"><a href="/citations?user=VosN8sMAAAAJ&amp;hl=en&amp;oi=sra">H Pallathadka</a>, <a href="/citations?user=afQaI4IAAAAJ&amp;hl=en&amp;oi=sra">A Wenda</a>, <a href="/citations?user=P2ob8J8AAAAJ&amp;hl=en&amp;oi=sra">E Ramirez-Asís</a>…&nbsp;- Materials today&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… However, a multi-strategy <b>machine</b> <b>learning</b> technique can overcome the shortcomings of … <br>
of various <b>machine</b> <b>learning</b> algorithms is shown below in Fig. 3. <b>Machine</b> <b>learning</b> algorithms …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15340262368138470541&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 278</a> <a 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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Fang</a>&nbsp;- Applied energy, 2023 - Elsevier</div><div class="gs_rs">… <b>machine</b> <b>learning</b> to achieve high-precision modeling for LiBs. The frameworks are characterized <br>
by informing the <b>machine</b> <b>learning</b> … between physics and <b>machine</b> <b>learning</b>. Based on …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2989150802599850984&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 146</a> <a href="/scholar?q=related:6LMJWdGYeykJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2989150802599850984&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="If-UK3QG3hkJ" data-did="If-UK3QG3hkJ" data-lid="" data-aid="If-UK3QG3hkJ" data-rp="231"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2309.17368" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=231&amp;d=1863934391795121953&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="If-UK3QG3hkJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="If-UK3QG3hkJ" href="https://www.nature.com/articles/s42256-024-00927-2" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=231&amp;d=1863934391795121953&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="If-UK3QG3hkJ"><b>Machine learning </b>for practical quantum error mitigation</a></h3><div class="gs_a"><a href="/citations?user=P35A9JoAAAAJ&amp;hl=en&amp;oi=sra">H Liao</a>, <a href="/citations?user=Yl6Elb4AAAAJ&amp;hl=en&amp;oi=sra">DS Wang</a>, <a href="/citations?user=isCe0IgAAAAJ&amp;hl=en&amp;oi=sra">I Sitdikov</a>, <a href="/citations?user=ZXI-nB8AAAAJ&amp;hl=en&amp;oi=sra">C Salcedo</a>, <a href="/citations?user=5dGNu8QAAAAJ&amp;hl=en&amp;oi=sra">A Seif</a>…&nbsp;- Nature <b>Machine</b>&nbsp;…, 2024 - nature.com</div><div class="gs_rs">… <b>machine</b> <b>learning</b> for quantum error mitigation (ML-QEM) drastically reduces the cost of <br>
mitigation. We benchmarked ML-QEM using a variety of <b>machine</b> <b>learning</b> … <b>machine</b> <b>learning</b> can …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1863934391795121953&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 75</a> <a href="/scholar?q=related:If-UK3QG3hkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1863934391795121953&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="yNRdw_XQK_0J" data-did="yNRdw_XQK_0J" data-lid="" data-aid="yNRdw_XQK_0J" data-rp="232"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="yNRdw_XQK_0J" href="https://www.sciencedirect.com/science/article/pii/S0263224124002768" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=232&amp;d=18242904469557597384&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="yNRdw_XQK_0J">Application of <b>machine learning </b>in optical fiber sensors</a></h3><div class="gs_a">Y Zhou, Y Zhang, <a href="/citations?user=9D8cDxYAAAAJ&amp;hl=en&amp;oi=sra">Q Yu</a>, L Ren, Q Liu, <a href="/citations?user=O3oFqT0AAAAJ&amp;hl=en&amp;oi=sra">Y Zhao</a>&nbsp;- Measurement, 2024 - Elsevier</div><div class="gs_rs">In recent years, with the increasing demand for intelligent society, intelligent photonics has <br>
developed rapidly. <b>Machine</b> <b>learning</b> (ML), as a subset of artificial intelligence (AI), has …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=18242904469557597384&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 51</a> <a href="/scholar?q=related:yNRdw_XQK_0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=18242904469557597384&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="ET0NZwSORWYJ" data-did="ET0NZwSORWYJ" data-lid="" data-aid="ET0NZwSORWYJ" data-rp="233"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S0007681323000502" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=233&amp;d=7369452514821618961&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="ET0NZwSORWYJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="ET0NZwSORWYJ" href="https://www.sciencedirect.com/science/article/pii/S0007681323000502" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=233&amp;d=7369452514821618961&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="ET0NZwSORWYJ">Democratizing artificial intelligence: How no-code AI can leverage <b>machine learning </b>operations</a></h3><div class="gs_a"><a href="/citations?user=S1IWc7sAAAAJ&amp;hl=en&amp;oi=sra">L Sundberg</a>, <a href="/citations?user=fWdBmZYAAAAJ&amp;hl=en&amp;oi=sra">J Holmström</a>&nbsp;- Business Horizons, 2023 - Elsevier</div><div class="gs_rs">Organizations are increasingly seeking to generate value and insights from their data by <br>
integrating advances in artificial intelligence (AI) (eg, <b>machine</b> <b>learning</b> (ML) systems) into their …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7369452514821618961&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 147</a> <a href="/scholar?q=related:ET0NZwSORWYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7369452514821618961&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Hqht6WzK7xgJ" data-did="Hqht6WzK7xgJ" data-lid="" data-aid="Hqht6WzK7xgJ" data-rp="234"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s10462-024-10731-4.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=234&amp;d=1796877345465673758&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="Hqht6WzK7xgJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="Hqht6WzK7xgJ" href="https://link.springer.com/article/10.1007/s10462-024-10731-4" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=234&amp;d=1796877345465673758&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="Hqht6WzK7xgJ"><b>Machine learning </b>heralding a new development phase in molecular dynamics simulations</a></h3><div class="gs_a">E Prašnikar, M Ljubič, <a href="/citations?user=_E4tTjUAAAAJ&amp;hl=en&amp;oi=sra">A Perdih</a>, <a href="/citations?user=SBMUQ3IAAAAJ&amp;hl=en&amp;oi=sra">J Borišek</a>&nbsp;- Artificial intelligence review, 2024 - Springer</div><div class="gs_rs">… sampling of conformational space designed without the implementation of <b>machine</b> <b>learning</b> <br>
(ML). Next, we discuss most of the deep <b>learning</b> (DL) - based architectures to enhance the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1796877345465673758&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 63</a> <a href="/scholar?q=related:Hqht6WzK7xgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1796877345465673758&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="4N4td_6-wQoJ" data-did="4N4td_6-wQoJ" data-lid="" data-aid="4N4td_6-wQoJ" data-rp="235"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.academia.edu/download/123707124/4-1-2-550.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=235&amp;d=775110611014901472&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="4N4td_6-wQoJ"><span class="gs_ctg2">[PDF]</span> academia.edu</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="4N4td_6-wQoJ" href="https://www.academia.edu/download/123707124/4-1-2-550.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=235&amp;d=775110611014901472&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="4N4td_6-wQoJ">The role of <b>machine learning </b>in transforming business intelligence</a></h3><div class="gs_a"><a href="/citations?user=hWhIZT4AAAAJ&amp;hl=en&amp;oi=sra">JP Bharadiya</a>&nbsp;- International Journal of Computing and Artificial&nbsp;…, 2023 - academia.edu</div><div class="gs_rs">Abstract <b>Machine</b> <b>Learning</b> (ML) has emerged as a transformative force in the field of Business <br>
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deep <b>learning</b> are leading to … Table -1: <b>Machine</b> <b>learning</b> and deep <b>learning</b> in finance and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10003604195627381236&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 113</a> <a href="/scholar?q=related:9DH6uQPx04oJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10003604195627381236&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:9DH6uQPx04oJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="ix6VMVWrom8J" data-did="ix6VMVWrom8J" data-lid="" data-aid="ix6VMVWrom8J" data-rp="238"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s41365-023-01233-z.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=238&amp;d=8044180266829553291&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="ix6VMVWrom8J"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="ix6VMVWrom8J" href="https://link.springer.com/article/10.1007/s41365-023-01233-z" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=238&amp;d=8044180266829553291&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="ix6VMVWrom8J">High-energy nuclear physics meets <b>machine learning</b></a></h3><div class="gs_a">WB He, YG Ma, <a href="/citations?user=x5-cIIoAAAAJ&amp;hl=en&amp;oi=sra">LG Pang</a>, HC Song, <a href="/citations?user=Winv18IAAAAJ&amp;hl=en&amp;oi=sra">K Zhou</a>&nbsp;- Nuclear Science and&nbsp;…, 2023 - Springer</div><div class="gs_rs">Although seemingly disparate, high-energy nuclear physics (HENP) and <b>machine</b> <b>learning</b> (ML) <br>
have begun to merge in the last few years, yielding interesting results. It is worthy to …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8044180266829553291&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 96</a> <a href="/scholar?q=related:ix6VMVWrom8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8044180266829553291&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="pIVqx1zJsKcJ" data-did="pIVqx1zJsKcJ" data-lid="" data-aid="pIVqx1zJsKcJ" data-rp="239"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="pIVqx1zJsKcJ" href="https://www.sciencedirect.com/science/article/pii/S1361920923003279" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=239&amp;d=12083379200554861988&amp;ei=xmHkaK69JZycieoPgK6aoQo" data-clk-atid="pIVqx1zJsKcJ">Using <b>machine</b>-<b>learning </b>models to understand nonlinear relationships between land use and travel</a></h3><div class="gs_a"><a href="/citations?user=2QrL8M0AAAAJ&amp;hl=en&amp;oi=sra">J Cao</a>, <a href="/citations?user=e04HdW4AAAAJ&amp;hl=en&amp;oi=sra">T Tao</a>&nbsp;- Transportation Research Part D: Transport and&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… The number of <b>machine</b> <b>learning</b> applications to explore the … and limitations of using <b>machine</b> <br>
<b>learning</b> approaches to reveal … derived from recent <b>machine</b> <b>learning</b> applications and call …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12083379200554861988&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 65</a> <a href="/scholar?q=related:pIVqx1zJsKcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related 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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=240&amp;d=13914141961659051086&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="TmwL02T2GMEJ"><b>Machine learning </b>software for optimizing SME social media marketing campaigns</a></h3><div class="gs_a"><a href="/citations?user=pjd82d8AAAAJ&amp;hl=en&amp;oi=sra">WE Kedi</a>, <a href="/citations?user=r4An7R4AAAAJ&amp;hl=en&amp;oi=sra">C Ejimuda</a>, <a href="/citations?user=fvTXDs0AAAAJ&amp;hl=en&amp;oi=sra">C Idemudia</a>…&nbsp;- Computer Science &amp; IT&nbsp;…, 2024 - researchgate.net</div><div class="gs_rs">… This review paper explores the transformative role of <b>machine</b> <b>learning</b> … <b>machine</b> <b>learning</b> <br>
applications. The paper delves into the technical challenges of implementing <b>machine</b> <b>learning</b>…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13914141961659051086&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 98</a> <a href="/scholar?q=related:TmwL02T2GMEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:TmwL02T2GMEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="bE_GvThdrD0J" data-did="bE_GvThdrD0J" data-lid="" data-aid="bE_GvThdrD0J" data-rp="241"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://iopscience.iop.org/article/10.1088/2632-2153/ad2aef/pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=241&amp;d=4444029430591278956&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="bE_GvThdrD0J"><span class="gs_ctg2">[PDF]</span> iop.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="bE_GvThdrD0J" href="https://iopscience.iop.org/article/10.1088/2632-2153/ad2aef/meta" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=241&amp;d=4444029430591278956&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="bE_GvThdrD0J">Quantum <b>machine learning </b>for image classification</a></h3><div class="gs_a">A Senokosov, A Sedykh, <a href="/citations?user=auzU9e8AAAAJ&amp;hl=en&amp;oi=sra">A Sagingalieva</a>…&nbsp;- <b>Machine Learning</b>&nbsp;…, 2024 - iopscience.iop.org</div><div class="gs_rs">… This research addresses these challenges by introducing two quantum <b>machine</b> <b>learning</b> <br>
models … These models represent advancements in quantum <b>machine</b> <b>learning</b> research and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=4444029430591278956&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 157</a> <a href="/scholar?q=related:bE_GvThdrD0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=4444029430591278956&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="g0G1S8Pk_vMJ" data-did="g0G1S8Pk_vMJ" data-lid="" data-aid="g0G1S8Pk_vMJ" data-rp="242"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://papers.ssrn.com/sol3/Delivery.cfm?abstractid=4187217" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=242&amp;d=17581741522740920707&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="g0G1S8Pk_vMJ"><span class="gs_ctg2">[PDF]</span> ssrn.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="g0G1S8Pk_vMJ" href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4187217" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=242&amp;d=17581741522740920707&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="g0G1S8Pk_vMJ"><b>Machine learning </b>and the implementable efficient frontier</a></h3><div class="gs_a"><a href="/citations?user=lbB5ijMAAAAJ&amp;hl=en&amp;oi=sra">TI Jensen</a>, <a href="/citations?user=0vqdffMAAAAJ&amp;hl=en&amp;oi=sra">BT Kelly</a>, <a href="/citations?user=1FJJkusAAAAJ&amp;hl=en&amp;oi=sra">S Malamud</a>…&nbsp;- Swiss Finance Institute&nbsp;…, 2024 - papers.ssrn.com</div><div class="gs_rs">… Pedersen (2013), the aim portfolio (21) can be simplified as shown in Propositon 8 in <br>
appendix, but we rely instead on <b>machine</b> <b>learning</b> procedures for the more general formulation. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17581741522740920707&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 78</a> <a href="/scholar?q=related:g0G1S8Pk_vMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17581741522740920707&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:g0G1S8Pk_vMJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="XKCiKcvtvU4J" data-did="XKCiKcvtvU4J" data-lid="" data-aid="XKCiKcvtvU4J" data-rp="243"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2693125725000032" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=243&amp;d=5673952562389360732&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="XKCiKcvtvU4J"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="XKCiKcvtvU4J" href="https://www.sciencedirect.com/science/article/pii/S2693125725000032" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=243&amp;d=5673952562389360732&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="XKCiKcvtvU4J">Fermentation design and process optimization strategy based on <b>machine learning</b></a></h3><div class="gs_a">ZZ Wang, <a href="/citations?user=AbWZbGIAAAAJ&amp;hl=en&amp;oi=sra">DW Zeng</a>, YF Zhu, MH Zhou, <a href="/citations?user=3dUAldAAAAAJ&amp;hl=en&amp;oi=sra">A Kondo</a>…&nbsp;- BioDesign&nbsp;…, 2025 - Elsevier</div><div class="gs_rs">… factors, so far, <b>machine</b> <b>learning</b> has been widely used in this … and process optimization <br>
based on <b>machine</b> <b>learning</b>. In the … Then, <b>machine</b> <b>learning</b> modelling is employed to simulate …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5673952562389360732&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 10</a> <a href="/scholar?q=related:XKCiKcvtvU4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="VJvAo-UuTdgJ" data-did="VJvAo-UuTdgJ" data-lid="" data-aid="VJvAo-UuTdgJ" data-rp="244"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://advanced.onlinelibrary.wiley.com/doi/full/10.1002/aenm.202403876" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=244&amp;d=15586165449228852052&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="VJvAo-UuTdgJ"><span class="gs_ctg2">[HTML]</span> wiley.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="VJvAo-UuTdgJ" href="https://advanced.onlinelibrary.wiley.com/doi/abs/10.1002/aenm.202403876" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=244&amp;d=15586165449228852052&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="VJvAo-UuTdgJ">Recent advances in <b>machine learning</b>‐assisted multiscale design of energy materials</a></h3><div class="gs_a"><a href="/citations?user=ST5TFEEAAAAJ&amp;hl=en&amp;oi=sra">B Mortazavi</a>&nbsp;- Advanced Energy Materials, 2025 - Wiley Online Library</div><div class="gs_rs">… This section is followed by a review of recent breakthroughs in deep <b>learning</b> … 2 <b>Machine</b> <br>
<b>Learning</b> Interatomic Potentials We begin by exploring the significance of <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15586165449228852052&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 65</a> <a href="/scholar?q=related:VJvAo-UuTdgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15586165449228852052&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="7PDL1m_zPw0J" data-did="7PDL1m_zPw0J" data-lid="" data-aid="7PDL1m_zPw0J" data-rp="245"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S0950705122013302" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=245&amp;d=954749307696443628&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="7PDL1m_zPw0J"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="7PDL1m_zPw0J" href="https://www.sciencedirect.com/science/article/pii/S0950705122013302" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=245&amp;d=954749307696443628&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="7PDL1m_zPw0J">SurvSHAP (t): time-dependent explanations of <b>machine learning </b>survival models</a></h3><div class="gs_a">M Krzyziński, <a href="/citations?user=1u49AqYAAAAJ&amp;hl=en&amp;oi=sra">M Spytek</a>, <a href="/citations?user=H72DRC0AAAAJ&amp;hl=en&amp;oi=sra">H Baniecki</a>, <a href="/citations?user=Af0O75cAAAAJ&amp;hl=en&amp;oi=sra">P Biecek</a>&nbsp;- Knowledge-Based Systems, 2023 - Elsevier</div><div class="gs_rs">… <b>Machine</b> and deep <b>learning</b> survival models demonstrate similar or even improved time-to-event <br>
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provide Jupyter Notebook environment using Scikit learn library available in python. Numpy, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16892424363151433797&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 98</a> <a href="/scholar?q=related:RaDLWHXybeoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=16892424363151433797&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="lkHnhLvdRb8J" data-did="lkHnhLvdRb8J" data-lid="" data-aid="lkHnhLvdRb8J" data-rp="248"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1186/s12911-023-02114-6.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=248&amp;d=13782666032095642006&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="lkHnhLvdRb8J"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="lkHnhLvdRb8J" href="https://link.springer.com/article/10.1186/s12911-023-02114-6" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=248&amp;d=13782666032095642006&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="lkHnhLvdRb8J">MRI-based brain tumor detection using convolutional deep <b>learning </b>methods and chosen <b>machine learning </b>techniques</a></h3><div class="gs_a"><a href="/citations?user=EFAGRn4AAAAJ&amp;hl=en&amp;oi=sra">S Saeedi</a>, <a href="/citations?user=eWvJVx0AAAAJ&amp;hl=en&amp;oi=sra">S Rezayi</a>, <a href="/citations?user=tipGUvkAAAAJ&amp;hl=en&amp;oi=sra">H Keshavarz</a>…&nbsp;- BMC Medical Informatics&nbsp;…, 2023 - Springer</div><div class="gs_rs">… Among applied <b>machine</b> <b>learning</b> methods, Multilayer Perceptron (MLP) (28%) and K-Nearest … <br>
methods developed in this study and several <b>machine</b> <b>learning</b> methods (p-value &lt; 0.05). …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13782666032095642006&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 490</a> <a href="/scholar?q=related:lkHnhLvdRb8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13782666032095642006&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 11 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="UwOEwfKMbXAJ" data-did="UwOEwfKMbXAJ" data-lid="" data-aid="UwOEwfKMbXAJ" data-rp="249"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.tandfonline.com/doi/pdf/10.1080/08993408.2023.2175559" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=249&amp;d=8101286278966018899&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="UwOEwfKMbXAJ"><span class="gs_ctg2">[PDF]</span> tandfonline.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="UwOEwfKMbXAJ" href="https://www.tandfonline.com/doi/abs/10.1080/08993408.2023.2175559" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=249&amp;d=8101286278966018899&amp;ei=zGHkaPjZNZ6sieoP2PTggQg" data-clk-atid="UwOEwfKMbXAJ"><b>Learning machine learning </b>with young children: Exploring informal settings in an African context</a></h3><div class="gs_a"><a href="/citations?user=Sn3qWrcAAAAJ&amp;hl=en&amp;oi=sra">IT Sanusi</a>, <a href="/citations?user=jUTEAOwAAAAJ&amp;hl=en&amp;oi=sra">K Sunday</a>, <a href="/citations?user=6TeCI0wAAAAJ&amp;hl=en&amp;oi=sra">SS Oyelere</a>…&nbsp;- Computer Science&nbsp;…, 2024 - Taylor &amp; Francis</div><div class="gs_rs">… the teaching and <b>learning</b> of basic <b>machine</b> <b>learning</b> principles (Carney et al., … <b>machine</b> <br>
<b>learning</b> and further explore young children’s early encounters and insights into <b>machine</b> <b>learning</b>…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8101286278966018899&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 35</a> <a href="/scholar?q=related:UwOEwfKMbXAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related 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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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href="/citations?user=r9VP8soAAAAJ&amp;hl=en&amp;oi=sra">HC Gulbalkan</a>, <a href="/citations?user=l0_TEssAAAAJ&amp;hl=en&amp;oi=sra">GO Aksu</a>…&nbsp;- Coordination Chemistry&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… Leveraging data-driven science techniques can offer key benefits such as accelerated MOF <br>
design and discovery pathways via the establishment of <b>machine</b> <b>learning</b> (ML) models and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2385930845775963514&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 162</a> <a href="/scholar?q=related:eqUfiXaHHCEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2385930845775963514&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="mQBJHGbYDEoJ" data-did="mQBJHGbYDEoJ" data-lid="" data-aid="mQBJHGbYDEoJ" data-rp="251"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.nber.org/system/files/working_papers/w31017/w31017.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=251&amp;d=5335877591600005273&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="mQBJHGbYDEoJ"><span class="gs_ctg2">[PDF]</span> nber.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="mQBJHGbYDEoJ" href="https://academic.oup.com/qje/article-abstract/139/2/751/7515309" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=251&amp;d=5335877591600005273&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="mQBJHGbYDEoJ"><b>Machine learning </b>as a tool for hypothesis generation</a></h3><div class="gs_a"><a href="/citations?user=8IWkmnEAAAAJ&amp;hl=en&amp;oi=sra">J Ludwig</a>, <a href="/citations?user=oExfyEkAAAAJ&amp;hl=en&amp;oi=sra">S Mullainathan</a>&nbsp;- The Quarterly Journal of Economics, 2024 - academic.oup.com</div><div class="gs_rs">While hypothesis testing is a highly formalized activity, hypothesis generation remains largely <br>
informal. We propose a systematic procedure to generate novel hypotheses about human …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5335877591600005273&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 125</a> <a href="/scholar?q=related:mQBJHGbYDEoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5335877591600005273&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 16 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="/scholar?output=instlink&amp;q=info:mQBJHGbYDEoJ:scholar.google.com/&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023&amp;scillfp=16469004715541108053&amp;oi=llo" class="gs_or_nvi">Library Search</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="eEGBNQT2REUJ" data-did="eEGBNQT2REUJ" data-lid="" data-aid="eEGBNQT2REUJ" data-rp="252"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="eEGBNQT2REUJ" href="https://www.sciencedirect.com/science/article/pii/S0301479724003785" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=252&amp;d=4991384784971317624&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="eEGBNQT2REUJ"><b>Machine learning </b>solutions for renewable energy systems: Applications, challenges, limitations, and future directions</a></h3><div class="gs_a"><a href="/citations?user=fRdhBQgAAAAJ&amp;hl=en&amp;oi=sra">Z Allal</a>, <a href="/citations?user=Kc0qFvIAAAAJ&amp;hl=en&amp;oi=sra">HN Noura</a>, <a href="/citations?user=VhmWEF0AAAAJ&amp;hl=en&amp;oi=sra">O Salman</a>, <a href="/citations?user=PalCjvcAAAAJ&amp;hl=en&amp;oi=sra">K Chahine</a>&nbsp;- Journal of Environmental&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… However, emerging advancements in <b>Machine</b> <b>Learning</b> (ML) technologies provide a <br>
glimmer of hope; these sophisticated algorithms can accurately predict the output of energy …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=4991384784971317624&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 80</a> <a href="/scholar?q=related:eEGBNQT2REUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=4991384784971317624&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="as6KJjxaKLoJ" data-did="as6KJjxaKLoJ" data-lid="" data-aid="as6KJjxaKLoJ" data-rp="253"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S016913682400163X" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=253&amp;d=13414070704514190954&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="as6KJjxaKLoJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="as6KJjxaKLoJ" href="https://www.sciencedirect.com/science/article/pii/S016913682400163X" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=253&amp;d=13414070704514190954&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="as6KJjxaKLoJ">Metallogenic prediction based on fractal theory and <b>machine learning </b>in Duobaoshan Area, Heilongjiang Province</a></h3><div class="gs_a">J Chen, Z Zhao, Y Yang, C Li, Y Yin, X Zhao, N Zhao…&nbsp;- Ore Geology&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… information with the predictive results of <b>machine</b>-<b>learning</b> models, we delineated eight … <br>
method involving fractal theory and <b>machine</b>-<b>learning</b> in mineral exploration, offering new …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13414070704514190954&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 42</a> <a href="/scholar?q=related:as6KJjxaKLoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13414070704514190954&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="6T5O35ruwCQJ" data-did="6T5O35ruwCQJ" data-lid="" data-aid="6T5O35ruwCQJ" data-rp="254"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/am/pii/S0168169924008056" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=254&amp;d=2648378929832673001&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="6T5O35ruwCQJ"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="6T5O35ruwCQJ" href="https://www.sciencedirect.com/science/article/pii/S0168169924008056" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=254&amp;d=2648378929832673001&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="6T5O35ruwCQJ">Improving soil moisture prediction with deep <b>learning </b>and <b>machine learning </b>models</a></h3><div class="gs_a"><a href="/citations?user=QzEpPCUAAAAJ&amp;hl=en&amp;oi=sra">FT Teshome</a>, <a href="/citations?user=a_dE_ycAAAAJ&amp;hl=en&amp;oi=sra">HK Bayabil</a>, <a href="/citations?user=wiStj80AAAAJ&amp;hl=en&amp;oi=sra">B Schaffer</a>…&nbsp;- …&nbsp;and Electronics in&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… This study was conducted to develop a deep <b>learning</b> regression network for sub-hourly SM <br>
prediction and compare its performance with traditional <b>machine</b> <b>learning</b> models, including …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2648378929832673001&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 39</a> <a href="/scholar?q=related:6T5O35ruwCQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2648378929832673001&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="4_79UtM6Lx4J" data-did="4_79UtM6Lx4J" data-lid="" data-aid="4_79UtM6Lx4J" data-rp="255"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="http://103.81.70.85/bitstream/handle/123456789/566/3.pdf?sequence=1&amp;isAllowed=y" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=255&amp;d=2175021824348126947&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="4_79UtM6Lx4J"><span class="gs_ctg2">[PDF]</span> 103.81.70.85</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="4_79UtM6Lx4J" href="https://ieeexplore.ieee.org/abstract/document/10099106/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=255&amp;d=2175021824348126947&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="4_79UtM6Lx4J">A comparative study of <b>machine learning </b>algorithms for detecting breast cancer</a></h3><div class="gs_a">RH Khan, J Miah, <a href="/citations?user=noLlBM4AAAAJ&amp;hl=en&amp;oi=sra">MM Rahman</a>…&nbsp;- 2023 IEEE 13th Annual&nbsp;…, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… AI also adds <b>machine</b> <b>learning</b> which gives a good parallel model and … <b>machine</b> <b>learning</b> <br>
model which can predict breast cancer at an early stage and provide which <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2175021824348126947&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 51</a> <a href="/scholar?q=related:4_79UtM6Lx4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2175021824348126947&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="0JAEbcDf7P4J" data-did="0JAEbcDf7P4J" data-lid="" data-aid="0JAEbcDf7P4J" data-rp="256"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://dl.acm.org/doi/pdf/10.1145/3551390" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=256&amp;d=18369302997693141200&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="0JAEbcDf7P4J"><span class="gs_ctg2">[PDF]</span> acm.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="0JAEbcDf7P4J" href="https://dl.acm.org/doi/abs/10.1145/3551390" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=256&amp;d=18369302997693141200&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="0JAEbcDf7P4J">In-processing modeling techniques for <b>machine learning </b>fairness: A survey</a></h3><div class="gs_a"><a href="/citations?user=4vkJS7cAAAAJ&amp;hl=en&amp;oi=sra">M Wan</a>, <a href="/citations?user=jK0NgMcAAAAJ&amp;hl=en&amp;oi=sra">D Zha</a>, <a href="/citations?user=Nir-EDYAAAAJ&amp;hl=en&amp;oi=sra">N Liu</a>, <a href="/citations?user=08EfiuoAAAAJ&amp;hl=en&amp;oi=sra">N Zou</a>&nbsp;- ACM Transactions on Knowledge&nbsp;…, 2023 - dl.acm.org</div><div class="gs_rs">… In the context of <b>machine</b> <b>learning</b>, unfairness often refers to … with fairness in the <b>machine</b> <br>
<b>learning</b> literature [61]. However, … In this article, fairness of a <b>machine</b> <b>learning</b> model is defined …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=18369302997693141200&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 190</a> <a href="/scholar?q=related:0JAEbcDf7P4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=18369302997693141200&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="nWKdszKPkNQJ" data-did="nWKdszKPkNQJ" data-lid="" data-aid="nWKdszKPkNQJ" data-rp="257"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="nWKdszKPkNQJ" href="https://www.igi-global.com/chapter/machine-learning-algorithms/317497" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=257&amp;d=15316899780611629725&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="nWKdszKPkNQJ"><b>Machine learning </b>algorithms: features and applications</a></h3><div class="gs_a"><a href="/citations?user=JNnEtQwAAAAJ&amp;hl=en&amp;oi=sra">H Taherdoost</a>&nbsp;- Encyclopedia of Data Science and <b>Machine Learning</b>, 2023 - igi-global.com</div><div class="gs_rs">… There are various algorithms and classes of <b>Machine</b> <b>Learning</b>, but no one is free from <br>
limitations and … In this review, the most practical and popular algorithms of <b>Machine</b> <b>Learning</b> and …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15316899780611629725&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 32</a> <a href="/scholar?q=related:nWKdszKPkNQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="jWEse_6FepAJ" data-did="jWEse_6FepAJ" data-lid="" data-aid="jWEse_6FepAJ" data-rp="258"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2079-9292/12/1/242" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=258&amp;d=10410780816655016333&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="jWEse_6FepAJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="jWEse_6FepAJ" href="https://www.mdpi.com/2079-9292/12/1/242" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=258&amp;d=10410780816655016333&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="jWEse_6FepAJ">Analysis of challenges and solutions of IoT in smart grids using AI and <b>machine learning </b>techniques: A review</a></h3><div class="gs_a"><a href="/citations?user=3CHEaXUAAAAJ&amp;hl=en&amp;oi=sra">T Mazhar</a>, HM Irfan, <a href="/citations?user=YV0zoHIAAAAJ&amp;hl=en&amp;oi=sra">I Haq</a>, <a href="/citations?user=HgzcLyUAAAAJ&amp;hl=en&amp;oi=sra">I Ullah</a>, <a href="/citations?user=U0X2zQwAAAAJ&amp;hl=en&amp;oi=sra">M Ashraf</a>, <a href="/citations?user=S2TXutMAAAAJ&amp;hl=en&amp;oi=sra">TA Shloul</a>…&nbsp;- Electronics, 2023 - mdpi.com</div><div class="gs_rs">… The first section of this paper discusses the most common <b>machine</b> <b>learning</b> methods for <br>
forecasting building energy demand. The authors then discuss IoT and how it works, in addition …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10410780816655016333&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 217</a> <a href="/scholar?q=related:jWEse_6FepAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10410780816655016333&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:jWEse_6FepAJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="iag_uzqRbHMJ" data-did="iag_uzqRbHMJ" data-lid="" data-aid="iag_uzqRbHMJ" data-rp="259"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="iag_uzqRbHMJ" href="https://link.springer.com/article/10.1007/s00521-024-10270-7" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=259&amp;d=8317182293282105481&amp;ei=02HkaIK3CKDWieoPvfCV6QI" data-clk-atid="iag_uzqRbHMJ">Predictions of steel price indices through <b>machine learning </b>for the regional northeast Chinese market</a></h3><div class="gs_a"><a href="/citations?user=RvOU5sMAAAAJ&amp;hl=en&amp;oi=sra">B Jin</a>, X Xu&nbsp;- Neural computing and applications, 2024 - Springer</div><div class="gs_rs">Projections of commodity prices have long been a significant source of dependence for <br>
investors and the government. 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Try again later.</div><div id="gs_md_s"></div><div data-h="0" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_cit" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_cit-t" data-cid="gs_citd" data-wfc="gs_cit-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_cit-x" role="button" aria-label="Cancel" data-mdx="gs_cit" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gs_cit-t" class="gs_md_hdr_t">Cite</h2><div class="gs_md_hdr_b"></div></div><div id="gs_cit-bdy" class="gs_md_bdy"><style>#gs_cit{width:520px;max-width:80%;}.gs_el_ph #gs_cit{width:100%;max-width:100%;}#gs_citt table{width:100%;margin-top:-8px;}#gs_citt td,#gs_citt th{vertical-align:top;padding:8px 0;}#gs_citt th{text-align:right;font-weight:normal;color:#777;padding-right:16px;white-space:nowrap;-webkit-user-select:none;user-select:none;}#gs_citi{margin:16px 0 0 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_sau">Return articles <b>authored</b> by</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_sauthors" value="" id="gs_asd_sau" autocapitalize="off"><div class="gs_in_txts"></div></div><div>e.g., <i>"PJ Hayes"</i> or <i>McCarthy</i></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_pub">Return articles <b>published</b> in</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_publication" value="" id="gs_asd_pub" autocapitalize="off"><div class="gs_in_txts"></div></div><div>e.g., <i>J Biol Chem</i> or <i>Nature</i></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_ylo">Return articles <b>dated</b> between</label></div><div class="gs_asd_dd"><div class="gs_asd_yri"><div class="gs_in_txtw gs_in_txtm"><input type="text" class="gs_in_txt" name="as_ylo" value="2023" id="gs_asd_ylo" size="4" maxlength="4" autocapitalize="off" pattern="[0-9]*"><div class="gs_in_txts"></div></div>&nbsp;—&nbsp;<div class="gs_in_txtw gs_in_txtm"><input type="text" class="gs_in_txt" name="as_yhi" value="" id="gs_asd_yhi" size="4" maxlength="4" autocapitalize="off" pattern="[0-9]*"><div class="gs_in_txts"></div></div></div><div>e.g., <i>1996</i></div></div></div><input type="hidden" name="hl" value="en"><input type="hidden" name="as_sdt" value="0,20"></form></div></div></div><div data-h="367" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_md_albl-d" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_md_albl-d-t" data-wfc="gs_md_albl-d-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_md_albl-d-x" role="button" aria-label="Cancel" data-mdx="gs_md_albl-d" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span 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use <b>machine</b> <b>learning</b>, as well as … ), which are popular in deep <b>learning</b> models. These models …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=4175420013919576213&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 81</a> <a href="/scholar?q=related:laC7XWES8jkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=4175420013919576213&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="gGQLIr1oFo8J" data-did="gGQLIr1oFo8J" data-lid="" data-aid="gGQLIr1oFo8J" data-rp="261"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2079-9292/12/7/1509" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=261&amp;d=10310543558440608896&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="gGQLIr1oFo8J"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="gGQLIr1oFo8J" href="https://www.mdpi.com/2079-9292/12/7/1509" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=261&amp;d=10310543558440608896&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="gGQLIr1oFo8J"><b>Machine learning </b>and AI technologies for smart wearables</a></h3><div class="gs_a"><a href="/citations?user=T8nqBpAAAAAJ&amp;hl=en&amp;oi=sra">KP Seng</a>, LM Ang, <a href="/citations?user=dESfpwQAAAAJ&amp;hl=en&amp;oi=sra">E Peter</a>, A Mmonyi&nbsp;- Electronics, 2023 - mdpi.com</div><div class="gs_rs">… , deep reinforcement <b>learning</b>, and stacked autoencoder architectures. Our paper will focus <br>
on discussions for both classical <b>machine</b> <b>learning</b> approaches and recent deep <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10310543558440608896&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 81</a> <a href="/scholar?q=related:gGQLIr1oFo8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10310543558440608896&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:gGQLIr1oFo8J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="WhCIa7SrHYEJ" data-did="WhCIa7SrHYEJ" data-lid="" data-aid="WhCIa7SrHYEJ" data-rp="262"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="WhCIa7SrHYEJ" href="https://ieeexplore.ieee.org/abstract/document/10391727/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=262&amp;d=9303781196603854938&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="WhCIa7SrHYEJ">IoT security based on <b>machine learning</b></a></h3><div class="gs_a">RK Vanakamamidi, L Ramalingam…&nbsp;- …&nbsp;For Smart Nation&nbsp;…, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… The purposes of this study are to examine the role of <b>machine</b> <b>learning</b> and deep <b>learning</b> in <br>
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from existing data by using statistical approaches and make predictions, which can be further …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=109399973926103877&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 53</a> <a href="/scholar?q=related:RWtNWLKqhAEJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=109399973926103877&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:RWtNWLKqhAEJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="5wXmt8uGvhgJ" data-did="5wXmt8uGvhgJ" data-lid="" data-aid="5wXmt8uGvhgJ" data-rp="264"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pubs.acs.org/doi/pdf/10.1021/acs.jproteome.2c00711" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=264&amp;d=1783010712007083495&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="5wXmt8uGvhgJ"><span class="gs_ctg2">[PDF]</span> acs.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="5wXmt8uGvhgJ" href="https://pubs.acs.org/doi/abs/10.1021/acs.jproteome.2c00711" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=264&amp;d=1783010712007083495&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="5wXmt8uGvhgJ">Toward an integrated <b>machine learning </b>model of a proteomics experiment</a></h3><div class="gs_a"><a href="/citations?user=LaY9M9gAAAAJ&amp;hl=en&amp;oi=sra">BA Neely</a>, V Dorfer, <a href="/citations?user=B5fWD38AAAAJ&amp;hl=en&amp;oi=sra">L Martens</a>, <a href="/citations?user=eDOjzxoAAAAJ&amp;hl=en&amp;oi=sra">I Bludau</a>…&nbsp;- Journal of proteome&nbsp;…, 2023 - ACS Publications</div><div class="gs_rs">… be accessible to <b>machine</b> <b>learning</b> practitioners, as well as <b>machine</b> <b>learning</b> methods to … <br>
are essential in domains such as <b>machine</b> <b>learning</b> for education and calibration across the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1783010712007083495&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 58</a> <a href="/scholar?q=related:5wXmt8uGvhgJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=1783010712007083495&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 17 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="ANXeH_eIuc0J" data-did="ANXeH_eIuc0J" data-lid="" data-aid="ANXeH_eIuc0J" data-rp="265"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://academianexusjournal.com/index.php/anj/article/download/22/23" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=265&amp;d=14824030243439695104&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="ANXeH_eIuc0J"><span class="gs_ctg2">[PDF]</span> academianexusjournal.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="ANXeH_eIuc0J" href="http://academianexusjournal.com/index.php/anj/article/view/22" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=265&amp;d=14824030243439695104&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="ANXeH_eIuc0J"><b>Machine Learning </b>in Motion: Real-World Implementations and Future Possibilities</a></h3><div class="gs_a"><a href="/citations?user=jCK3usgAAAAJ&amp;hl=en&amp;oi=sra">AS Shethiya</a>&nbsp;- Academia Nexus Journal, 2023 - academianexusjournal.com</div><div class="gs_rs">… This paper explores not only where <b>machine</b> <b>learning</b> is working today, but how it is working… <br>
It also looks toward future trends like federated <b>learning</b>, which enables decentralized model …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14824030243439695104&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 31</a> <a href="/scholar?q=related:ANXeH_eIuc0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:ANXeH_eIuc0J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="njfD3QPuzDYJ" data-did="njfD3QPuzDYJ" data-lid="" data-aid="njfD3QPuzDYJ" data-rp="266"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/1999-4893/16/5/236" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=266&amp;d=3948792673669953438&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="njfD3QPuzDYJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="njfD3QPuzDYJ" href="https://www.mdpi.com/1999-4893/16/5/236" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=266&amp;d=3948792673669953438&amp;ei=2mHkaOabMo6IieoP7dK5sA0" data-clk-atid="njfD3QPuzDYJ">Twenty years of <b>machine</b>-<b>learning</b>-based text classification: A systematic review</a></h3><div class="gs_a">A Palanivinayagam, <a href="/citations?user=9w-cUpEAAAAJ&amp;hl=en&amp;oi=sra">CZ El-Bayeh</a>, <a href="/citations?user=N9ZrcVIAAAAJ&amp;hl=en&amp;oi=sra">R Damaševičius</a>&nbsp;- Algorithms, 2023 - mdpi.com</div><div class="gs_rs">… employed <b>machine</b> <b>learning</b> … <b>machine</b> <b>learning</b> models, best accuracy, performance evaluation <br>
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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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have their characteristics and applicability scenarios. Due to the nature of feature <b>learning</b>, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8502931303654097729&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 176</a> <a href="/scholar?q=related:QQPaX_h6AHYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8502931303654097729&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="uGLHXI17rW0J" data-did="uGLHXI17rW0J" data-lid="" data-aid="uGLHXI17rW0J" data-rp="272"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2352484723011228" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=272&amp;d=7903108768182264504&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="uGLHXI17rW0J"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="uGLHXI17rW0J" href="https://www.sciencedirect.com/science/article/pii/S2352484723011228" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=272&amp;d=7903108768182264504&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="uGLHXI17rW0J">Forecasting solar energy production: A comparative study of <b>machine learning </b>algorithms</a></h3><div class="gs_a">Y Ledmaoui, <a href="/citations?user=tZ4iobwAAAAJ&amp;hl=en&amp;oi=sra">A El Maghraoui</a>, <a href="/citations?user=VoElOAoAAAAJ&amp;hl=en&amp;oi=sra">M El Aroussi</a>, <a href="/citations?user=VNsLOwIAAAAJ&amp;hl=en&amp;oi=sra">R Saadane</a>…&nbsp;- Energy Reports, 2023 - Elsevier</div><div class="gs_rs">… This paper presents a complete and comparative study of solar energy production forecasting <br>
in Morocco using six <b>machine</b> <b>learning</b> (ML) algorithms : Support Vector Regression (SVR)…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7903108768182264504&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 125</a> <a href="/scholar?q=related:uGLHXI17rW0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7903108768182264504&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="P4Do3RsEPCkJ" data-did="P4Do3RsEPCkJ" data-lid="" data-aid="P4Do3RsEPCkJ" data-rp="273"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://ieeexplore.ieee.org/iel7/6287639/6514899/10124747.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=273&amp;d=2971254371891314751&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="P4Do3RsEPCkJ"><span class="gs_ctg2">[PDF]</span> ieee.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="P4Do3RsEPCkJ" href="https://ieeexplore.ieee.org/abstract/document/10124747/" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=273&amp;d=2971254371891314751&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="P4Do3RsEPCkJ">Personalized adaptive <b>learning </b>technologies based on <b>machine learning </b>techniques to identify <b>learning </b>styles: A systematic literature review</a></h3><div class="gs_a">SG Essa, <a href="/citations?user=FpJjjtIAAAAJ&amp;hl=en&amp;oi=sra">T Celik</a>, NE Human-Hendricks&nbsp;- IEEE Access, 2023 - ieeexplore.ieee.org</div><div class="gs_rs">… field of <b>machine</b> <b>learning</b> (ML) to tackle the challenge of personalising e-<b>learning</b> by mapping <br>
… to optimise the individual <b>learning</b> process and enhance the e<b>learning</b> experience [9], [10]. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2971254371891314751&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 234</a> <a href="/scholar?q=related:P4Do3RsEPCkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2971254371891314751&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="5V9_qBoi-bQJ" data-did="5V9_qBoi-bQJ" data-lid="" data-aid="5V9_qBoi-bQJ" data-rp="274"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/1424-8220/23/9/4178" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=274&amp;d=13040491693919395813&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="5V9_qBoi-bQJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="5V9_qBoi-bQJ" href="https://www.mdpi.com/1424-8220/23/9/4178" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=274&amp;d=13040491693919395813&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="5V9_qBoi-bQJ">A comprehensive review on <b>machine learning </b>in healthcare industry: classification, restrictions, opportunities and challenges</a></h3><div class="gs_a"><a href="/citations?user=dnIPlDkAAAAJ&amp;hl=en&amp;oi=sra">Q An</a>, <a href="/citations?user=thNMzNYAAAAJ&amp;hl=en&amp;oi=sra">S Rahman</a>, <a href="/citations?user=iORg8eMAAAAJ&amp;hl=en&amp;oi=sra">J Zhou</a>, <a href="/citations?user=yfU4laAAAAAJ&amp;hl=en&amp;oi=sra">JJ Kang</a>&nbsp;- Sensors, 2023 - mdpi.com</div><div class="gs_rs">… of <b>machine</b> <b>learning</b> … <b>machine</b> <b>learning</b> algorithms in healthcare applications. After a <br>
comprehensive overview and investigation of supervised and unsupervised <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13040491693919395813&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 306</a> <a href="/scholar?q=related:5V9_qBoi-bQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=13040491693919395813&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 13 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:5V9_qBoi-bQJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="LFsYdnrema8J" data-did="LFsYdnrema8J" data-lid="" data-aid="LFsYdnrema8J" data-rp="275"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="LFsYdnrema8J" href="https://link.springer.com/chapter/10.1007/978-3-031-34268-4_7" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=275&amp;d=12653389245622803244&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="LFsYdnrema8J">Artificial intelligence and <b>machine learning </b>for drug safety</a></h3><div class="gs_a"><a href="/citations?user=dxe1L6IAAAAJ&amp;hl=en&amp;oi=sra">YM Al-Worafi</a>&nbsp;- Technology for drug safety: Current status and future&nbsp;…, 2023 - Springer</div><div class="gs_rs">… This chapter has discussed the use of AI and <b>machine</b> <b>learning</b> in drug safety. The use of <br>
AI and <b>machine</b> <b>learning</b> in drug safety holds great promise for improving patient safety, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12653389245622803244&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 100</a> <a href="/scholar?q=related:LFsYdnrema8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="GvilQ_vmJgMJ" data-did="GvilQ_vmJgMJ" data-lid="" data-aid="GvilQ_vmJgMJ" data-rp="276"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2666790823000666" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=276&amp;d=227122798074918938&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="GvilQ_vmJgMJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="GvilQ_vmJgMJ" href="https://www.sciencedirect.com/science/article/pii/S2666790823000666" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=276&amp;d=227122798074918938&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="GvilQ_vmJgMJ">Compressive strength of concrete material using <b>machine learning </b>techniques</a></h3><div class="gs_a"><a href="/citations?user=WBHVwqYAAAAJ&amp;hl=en&amp;oi=sra">S Paudel</a>, <a href="/citations?user=mbdR97kAAAAJ&amp;hl=en&amp;oi=sra">A Pudasaini</a>, <a href="/citations?user=SaigC70AAAAJ&amp;hl=en&amp;oi=sra">RK Shrestha</a>…&nbsp;- Cleaner Engineering and&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… The paper presents a study on the various investigation of <b>machine</b> <b>learning</b> (ML) algorithms <br>
to … The study highlights the effectiveness of <b>machine</b> <b>learning</b> techniques, particularly the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=227122798074918938&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 95</a> <a href="/scholar?q=related:GvilQ_vmJgMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=227122798074918938&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="ElxPjQf6r1UJ" data-did="ElxPjQf6r1UJ" data-lid="" data-aid="ElxPjQf6r1UJ" data-rp="277"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2073-4441/15/4/620" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=277&amp;d=6174428524490742802&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="ElxPjQf6r1UJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="ElxPjQf6r1UJ" href="https://www.mdpi.com/2073-4441/15/4/620" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=277&amp;d=6174428524490742802&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="ElxPjQf6r1UJ">Application of <b>machine learning </b>in water resources management: a systematic literature review</a></h3><div class="gs_a"><a href="/citations?user=vR6cEkwAAAAJ&amp;hl=en&amp;oi=sra">F Ghobadi</a>, <a href="/citations?user=Hy8UldkAAAAJ&amp;hl=en&amp;oi=sra">D Kang</a>&nbsp;- Water, 2023 - mdpi.com</div><div class="gs_rs">In accordance with the rapid proliferation of <b>machine</b> <b>learning</b> (ML) and data management, <br>
ML applications have evolved to encompass all engineering disciplines. Owing to the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6174428524490742802&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 124</a> <a href="/scholar?q=related:ElxPjQf6r1UJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6174428524490742802&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:ElxPjQf6r1UJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="btRZ2ug3v5wJ" data-did="btRZ2ug3v5wJ" data-lid="" data-aid="btRZ2ug3v5wJ" data-rp="278"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/68/e3sconf_itse2023_05014.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=278&amp;d=11294807863703753838&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="btRZ2ug3v5wJ"><span class="gs_ctg2">[PDF]</span> e3s-conferences.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="btRZ2ug3v5wJ" href="https://www.e3s-conferences.org/articles/e3sconf/abs/2023/68/e3sconf_itse2023_05014/e3sconf_itse2023_05014.html" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=278&amp;d=11294807863703753838&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="btRZ2ug3v5wJ"><b>Machine learning </b>to identify key success indicators</a></h3><div class="gs_a">V Nelyub, A Glinscaya, V Kukartsev…&nbsp;- E3S Web of&nbsp;…, 2023 - e3s-conferences.org</div><div class="gs_rs">… The purpose of this paper is to obtain <b>machine</b> <b>learning</b> models that will help in … of <b>learning</b> <br>
and other important aspects of the educational process [3]. The use of <b>machine</b> <b>learning</b> as a …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=11294807863703753838&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 35</a> <a href="/scholar?q=related:btRZ2ug3v5wJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=11294807863703753838&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="c3uniLbxb3cJ" data-did="c3uniLbxb3cJ" data-lid="" data-aid="c3uniLbxb3cJ" data-rp="279"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.nature.com/articles/s42256-023-00697-3.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=279&amp;d=8606363179207326579&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="c3uniLbxb3cJ"><span class="gs_ctg2">[PDF]</span> nature.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="c3uniLbxb3cJ" href="https://www.nature.com/articles/s42256-023-00697-3" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=279&amp;d=8606363179207326579&amp;ei=4WHkaMnSBvKOieoP85S7oQk" data-clk-atid="c3uniLbxb3cJ">Algorithmic fairness and bias mitigation for clinical <b>machine learning </b>with deep reinforcement <b>learning</b></a></h3><div class="gs_a"><a href="/citations?user=ZxgKkiIAAAAJ&amp;hl=en&amp;oi=sra">J Yang</a>, <a href="/citations?user=TvJWyVcAAAAJ&amp;hl=en&amp;oi=sra">AAS Soltan</a>, <a href="/citations?user=mSEZ9CEAAAAJ&amp;hl=en&amp;oi=sra">DW Eyre</a>, <a href="/citations?user=mFN2KJ4AAAAJ&amp;hl=en&amp;oi=sra">DA Clifton</a>&nbsp;- Nature <b>Machine </b>Intelligence, 2023 - nature.com</div><div class="gs_rs">… As models based on <b>machine</b> <b>learning</b> continue to be … Here we introduce a reinforcement <br>
<b>learning</b> framework capable … state-of-the-art <b>machine</b> <b>learning</b> methods. We performed external …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8606363179207326579&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 102</a> <a href="/scholar?q=related:c3uniLbxb3cJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://www.sciencedirect.com/science/article/pii/S2095177923001612" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=280&amp;d=2909151294823848674&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="4trXdbBhXygJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="4trXdbBhXygJ" href="https://www.sciencedirect.com/science/article/pii/S2095177923001612" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=280&amp;d=2909151294823848674&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="4trXdbBhXygJ">Recent trends of <b>machine learning </b>applied to multi-source data of medicinal plants</a></h3><div class="gs_a">Y Zhang, Y Wang&nbsp;- Journal of Pharmaceutical Analysis, 2023 - Elsevier</div><div class="gs_rs">… intelligence, <b>machine</b> <b>learning</b> can … <b>machine</b> <b>learning</b> 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application in multi-source data analysis of medicinal plants. The combination of <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2909151294823848674&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 65</a> <a href="/scholar?q=related:4trXdbBhXygJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2909151294823848674&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="UOA6JPyexq0J" data-did="UOA6JPyexq0J" data-lid="" data-aid="UOA6JPyexq0J" data-rp="281"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2079-9292/12/1/212" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=281&amp;d=12521870619727028304&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="UOA6JPyexq0J"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="UOA6JPyexq0J" href="https://www.mdpi.com/2079-9292/12/1/212" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=281&amp;d=12521870619727028304&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="UOA6JPyexq0J">A robust chronic kidney disease classifier using <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=JM_oFR8AAAAJ&amp;hl=en&amp;oi=sra">D Swain</a>, <a href="/citations?user=qHPBTDsAAAAJ&amp;hl=en&amp;oi=sra">U Mehta</a>, <a href="/citations?user=QcyFdd4AAAAJ&amp;hl=en&amp;oi=sra">A Bhatt</a>, H Patel, <a href="/citations?user=I6oVnDQAAAAJ&amp;hl=en&amp;oi=sra">K Patel</a>, D Mehta…&nbsp;- Electronics, 2023 - mdpi.com</div><div class="gs_rs">… In such a case, <b>machine</b> <b>learning</b> can be used as an effective … <b>Machine</b> <b>learning</b> is the process <br>
of training a <b>machine</b> using … This work aims at developing a <b>machine</b>-<b>learning</b> model that …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12521870619727028304&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 94</a> <a href="/scholar?q=related:UOA6JPyexq0J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=12521870619727028304&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:UOA6JPyexq0J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="aO_IrRptwlkJ" data-did="aO_IrRptwlkJ" data-lid="" data-aid="aO_IrRptwlkJ" data-rp="282"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s10462-024-10776-5.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=282&amp;d=6467851976209657704&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="aO_IrRptwlkJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="aO_IrRptwlkJ" href="https://link.springer.com/article/10.1007/s10462-024-10776-5" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=282&amp;d=6467851976209657704&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="aO_IrRptwlkJ">Research trends in deep <b>learning </b>and <b>machine learning </b>for cloud computing security</a></h3><div class="gs_a"><a href="/citations?user=lp0j6FUAAAAJ&amp;hl=en&amp;oi=sra">YI Alzoubi</a>, A Mishra, <a href="/citations?user=qMq70XsAAAAJ&amp;hl=en&amp;oi=sra">AE Topcu</a>&nbsp;- Artificial intelligence review, 2024 - Springer</div><div class="gs_rs">… security utilizing <b>machine</b> <b>learning</b> and deep <b>learning</b>, … <b>machine</b> <b>learning</b> and deep <b>learning</b> <br>
for cloud security. The findings of this paper reveal that deep <b>learning</b> and <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6467851976209657704&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 40</a> <a href="/scholar?q=related:aO_IrRptwlkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6467851976209657704&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="fjjz8vSha-UJ" data-did="fjjz8vSha-UJ" data-lid="" data-aid="fjjz8vSha-UJ" data-rp="283"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Kelvin-Bassey-2/publication/383875649_MACHINE_LEARNING_FOR_GREEN_HYDROGEN_PRODUCTION/links/66df2a292390e50b2c7c4fd2/MACHINE-LEARNING-FOR-GREEN-HYDROGEN-PRODUCTION.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=283&amp;d=16531484930613655678&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="fjjz8vSha-UJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="fjjz8vSha-UJ" href="https://www.researchgate.net/profile/Kelvin-Bassey-2/publication/383875649_MACHINE_LEARNING_FOR_GREEN_HYDROGEN_PRODUCTION/links/66df2a292390e50b2c7c4fd2/MACHINE-LEARNING-FOR-GREEN-HYDROGEN-PRODUCTION.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=283&amp;d=16531484930613655678&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="fjjz8vSha-UJ"><b>Machine learning </b>for green hydrogen production</a></h3><div class="gs_a"><a href="/citations?user=HIdFjFMAAAAJ&amp;hl=en&amp;oi=sra">KE Bassey</a>, <a href="/citations?user=4w_TeVoAAAAJ&amp;hl=en&amp;oi=sra">C Ibegbulam</a>&nbsp;- Computer Science &amp; IT Research&nbsp;…, 2023 - researchgate.net</div><div class="gs_rs">… This study explores the application of <b>machine</b> <b>learning</b> (ML) techniques to develop AI-driven … <br>
<b>Machine</b> <b>learning</b> models can analyze complex datasets generated during the electrolysis …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16531484930613655678&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 144</a> <a href="/scholar?q=related:fjjz8vSha-UJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:fjjz8vSha-UJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="sX0V7_J_Yh8J" data-did="sX0V7_J_Yh8J" data-lid="" data-aid="sX0V7_J_Yh8J" data-rp="284"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://dl.acm.org/doi/pdf/10.1145/3671151.3671183" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=284&amp;d=2261510644263386545&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="sX0V7_J_Yh8J"><span class="gs_ctg2">[PDF]</span> acm.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="sX0V7_J_Yh8J" href="https://dl.acm.org/doi/abs/10.1145/3671151.3671183" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=284&amp;d=2261510644263386545&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="sX0V7_J_Yh8J">Application of <b>machine learning </b>optimization in cloud computing resource scheduling and management</a></h3><div class="gs_a"><a href="/citations?user=uTDaLSQAAAAJ&amp;hl=en&amp;oi=sra">Y Zhang</a>, <a href="/citations?user=wPgir9UAAAAJ&amp;hl=en&amp;oi=sra">B Liu</a>, Y Gong, J Huang, <a href="/citations?user=B5tgfMgAAAAJ&amp;hl=en&amp;oi=sra">J Xu</a>…&nbsp;- Proceedings of the 5th&nbsp;…, 2024 - dl.acm.org</div><div class="gs_rs">… By leveraging <b>machine</b> <b>learning</b> optimization techniques, particularly deep reinforcement <br>
<b>learning</b>, … Overall, the integration of deep <b>learning</b> with cloud computing scheduling holds great …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2261510644263386545&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 107</a> <a href="/scholar?q=related:sX0V7_J_Yh8J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2261510644263386545&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="dY6DVb1T6sQJ" data-did="dY6DVb1T6sQJ" data-lid="" data-aid="dY6DVb1T6sQJ" data-rp="285"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S1877050922021858/pdf?md5=756649eeec82e907e31eb314be66f625&amp;pid=1-s2.0-S1877050922021858-main.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=285&amp;d=14189245648632778357&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="dY6DVb1T6sQJ"><span class="gs_ctg2">[PDF]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="dY6DVb1T6sQJ" href="https://www.sciencedirect.com/science/article/pii/S1877050922021858" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=285&amp;d=14189245648632778357&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="dY6DVb1T6sQJ">Diabetes prediction using supervised <b>machine learning</b></a></h3><div class="gs_a">ME Febrian, FX Ferdinan, GP Sendani…&nbsp;- Procedia Computer&nbsp;…, 2023 - Elsevier</div><div class="gs_rs">… Because of that we can use <b>machine</b> <b>learning</b> to prevent the death by making an artificial … <br>
health attributes in the dataset using supervised <b>machine</b> <b>learning</b>. According to the results of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14189245648632778357&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 131</a> <a href="/scholar?q=related:dY6DVb1T6sQJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14189245648632778357&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="IL2tcYHKkdwJ" data-did="IL2tcYHKkdwJ" data-lid="" data-aid="IL2tcYHKkdwJ" data-rp="286"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pubs.rsc.org/zh-hans/content/articlepdf/2024/ta/d4ta00251b" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=286&amp;d=15893707217273994528&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="IL2tcYHKkdwJ"><span class="gs_ctg2">[PDF]</span> rsc.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="IL2tcYHKkdwJ" href="https://pubs.rsc.org/en/content/articlehtml/2024/ta/d4ta00251b" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=286&amp;d=15893707217273994528&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="IL2tcYHKkdwJ">Leveraging <b>machine learning </b>in porous media</a></h3><div class="gs_a"><a href="/citations?user=Hvy-osUAAAAJ&amp;hl=en&amp;oi=sra">M Delpisheh</a>, <a href="/citations?user=SFRMhvAAAAAJ&amp;hl=en&amp;oi=sra">B Ebrahimpour</a>, <a href="/citations?user=y4YyMD0AAAAJ&amp;hl=en&amp;oi=sra">A Fattahi</a>…&nbsp;- Journal of Materials&nbsp;…, 2024 - pubs.rsc.org</div><div class="gs_rs">The emergence of artificial intelligence (AI) and, more particularly, <b>machine</b> <b>learning</b> (ML), <br>
has had a significant impact on engineering and the fundamental sciences, resulting in …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15893707217273994528&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 31</a> <a href="/scholar?q=related:IL2tcYHKkdwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15893707217273994528&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="-lzBAqGd71sJ" data-did="-lzBAqGd71sJ" data-lid="" data-aid="-lzBAqGd71sJ" data-rp="287"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://par.nsf.gov/servlets/purl/10520490" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=287&amp;d=6624686891746811130&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="-lzBAqGd71sJ"><span class="gs_ctg2">[PDF]</span> nsf.gov</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="-lzBAqGd71sJ" href="https://dl.acm.org/doi/abs/10.1145/3661308" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=287&amp;d=6624686891746811130&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="-lzBAqGd71sJ">Survey of <b>machine learning </b>for software-assisted hardware design verification: Past, present, and prospect</a></h3><div class="gs_a"><a href="/citations?user=nWNmtQ8AAAAJ&amp;hl=en&amp;oi=sra">N Wu</a>, <a href="/citations?user=LQRUKJ8AAAAJ&amp;hl=en&amp;oi=sra">Y Li</a>, <a href="/citations?user=oG9O7ooAAAAJ&amp;hl=en&amp;oi=sra">H Yang</a>, <a href="/citations?user=eEcjV8YAAAAJ&amp;hl=en&amp;oi=sra">H Chen</a>, <a href="/citations?user=bp6tH6oAAAAJ&amp;hl=en&amp;oi=sra">S Dai</a>, <a href="/citations?user=fWEIPSUAAAAJ&amp;hl=en&amp;oi=sra">C Hao</a>…&nbsp;- ACM Transactions on&nbsp;…, 2024 - dl.acm.org</div><div class="gs_rs">… Driven by the push from the desired verification productivity boost and the pull from leap-ahead <br>
capabilities of <b>machine</b> <b>learning</b> (ML), recent years have witnessed the emergence of …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6624686891746811130&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 98</a> <a href="/scholar?q=related:-lzBAqGd71sJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6624686891746811130&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="cRBvjqtyPcMJ" data-did="cRBvjqtyPcMJ" data-lid="" data-aid="cRBvjqtyPcMJ" data-rp="288"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://research.manchester.ac.uk/files/244758482/Bures_Larrosa_Manuscript_Accepted.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=288&amp;d=14068526892129914993&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="cRBvjqtyPcMJ"><span class="gs_ctg2">[PDF]</span> manchester.ac.uk</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="cRBvjqtyPcMJ" href="https://www.nature.com/articles/s41586-022-05639-4" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=288&amp;d=14068526892129914993&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="cRBvjqtyPcMJ">Organic reaction mechanism classification using <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=AN0fYi0AAAAJ&amp;hl=en&amp;oi=sra">J Burés</a>, <a href="/citations?user=JWIs4oAAAAAJ&amp;hl=en&amp;oi=sra">I Larrosa</a>&nbsp;- Nature, 2023 - nature.com</div><div class="gs_rs">… To fully explore the potential of our <b>machine</b> <b>learning</b> model, we investigated the effect of … <br>
4: Effect of error and amount of data points in the performance of the <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14068526892129914993&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 121</a> <a href="/scholar?q=related:cRBvjqtyPcMJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14068526892129914993&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 9 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="XbzbgoAX_cUJ" data-did="XbzbgoAX_cUJ" data-lid="" data-aid="XbzbgoAX_cUJ" data-rp="289"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Rakibul-Chowdhury-6/publication/383561449_Harnessing_machine_learning_in_business_analytics_for_enhanced_decision-making/links/6805fa76df0e3f544f434b9b/Harnessing-machine-learning-in-business-analytics-for-enhanced-decision-making.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=289&amp;d=14266585035298290781&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="XbzbgoAX_cUJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="XbzbgoAX_cUJ" href="https://www.researchgate.net/profile/Rakibul-Chowdhury-6/publication/383561449_Harnessing_machine_learning_in_business_analytics_for_enhanced_decision-making/links/6805fa76df0e3f544f434b9b/Harnessing-machine-learning-in-business-analytics-for-enhanced-decision-making.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=289&amp;d=14266585035298290781&amp;ei=52HkaP-0GdTZzwLty7vgBQ" data-clk-atid="XbzbgoAX_cUJ">Harnessing <b>machine learning </b>in business analytics for enhanced decision-making</a></h3><div class="gs_a"><a href="/citations?user=92kZxlIAAAAJ&amp;hl=en&amp;oi=sra">RH Chowdhury</a>&nbsp;- World Journal of Advanced Engineering&nbsp;…, 2024 - researchgate.net</div><div class="gs_rs">… This research investigates the role of <b>machine</b> <b>learning</b> in … The study explores the theoretical <br>
foundations of <b>machine</b> <b>learning</b> and … The findings reveal that <b>machine</b> <b>learning</b> significantly …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14266585035298290781&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 61</a> <a href="/scholar?q=related:XbzbgoAX_cUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:XbzbgoAX_cUJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div></div><div id="gs_res_ccl_bot"><div class="gs_r gs_alrt_btm gs_oph gs_ota"><a 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<html><head><title>machine learning - Google Scholar</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="origin-when-cross-origin"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><style>html,body,form,table,div,h1,h2,h3,h4,h5,h6,img,ol,ul,li,button{margin:0;padding:0;border:0;}table{border-collapse:collapse;border-width:0;empty-cells:show;}html,body{height:100%}#gs_top{position:relative;box-sizing:border-box;min-height:100%;min-width:964px;-webkit-tap-highlight-color:rgba(0,0,0,0);}#gs_top>*:not(#x){-webkit-tap-highlight-color:rgba(204,204,204,.5);}.gs_el_ph #gs_top,.gs_el_ta 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of Sciences, 2024 - pnas.org</div><div class="gs_rs">… 2, we illustrate the key components and the workflow of <b>machine</b> <b>learning</b> such as neural-network-based <br>
deep <b>learning</b>, which we call the “Central Dogma” of <b>Machine</b> <b>Learning</b>. The …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2333166958150170077&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 20</a> <a href="/scholar?q=related:3TU4nvwSYSAJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2333166958150170077&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 7 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="RCIyiv-HsOwJ" data-did="RCIyiv-HsOwJ" data-lid="" data-aid="RCIyiv-HsOwJ" data-rp="291"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="RCIyiv-HsOwJ" href="https://www.sciencedirect.com/science/article/pii/S004578252400700X" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=291&amp;d=17055281320457019972&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="RCIyiv-HsOwJ"><b>Machine</b>-<b>learning</b>-enabled discrete element method: The extension to three dimensions and computational issues</a></h3><div class="gs_a"><a href="/citations?user=PLTlVtYAAAAJ&amp;hl=en&amp;oi=sra">S Huang</a>, <a href="/citations?user=EyyYiNcAAAAJ&amp;hl=en&amp;oi=sra">P Wang</a>, <a href="/citations?user=iiK6e1cAAAAJ&amp;hl=en&amp;oi=sra">Z Lai</a>, ZY Yin, L Huang…&nbsp;- Computer Methods in&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… have introduced a <b>machine</b> <b>learning</b>-enabled approach … extends the application of <br>
<b>machine</b> <b>learning</b>-enabled DEM to … The efficacy of the <b>machine</b> <b>learning</b>-enabled 3D DEM is …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17055281320457019972&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 22</a> <a href="/scholar?q=related:RCIyiv-HsOwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17055281320457019972&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="o3CZk8yCyd4J" data-did="o3CZk8yCyd4J" data-lid="" data-aid="o3CZk8yCyd4J" data-rp="292"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2227-7080/12/2/15" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=292&amp;d=16053506161900089507&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="o3CZk8yCyd4J"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="o3CZk8yCyd4J" href="https://www.mdpi.com/2227-7080/12/2/15" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=292&amp;d=16053506161900089507&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="o3CZk8yCyd4J">A review of <b>machine learning </b>and deep <b>learning </b>for object detection, semantic segmentation, and human action recognition in <b>machine </b>and robotic vision</a></h3><div class="gs_a"><a href="/citations?user=FUO_250AAAAJ&amp;hl=en&amp;oi=sra">N Manakitsa</a>, <a href="/citations?user=L76j6TwAAAAJ&amp;hl=en&amp;oi=sra">GS Maraslidis</a>, <a href="/citations?user=glV3aJcAAAAJ&amp;hl=en&amp;oi=sra">L Moysis</a>, <a href="/citations?user=7ucgE_8AAAAJ&amp;hl=en&amp;oi=sra">GF Fragulis</a>&nbsp;- Technologies, 2024 - mdpi.com</div><div class="gs_rs">… of the key elements that constitute <b>machine</b> vision and the … the broad field of <b>machine</b> and <br>
deep <b>learning</b> in recent years, … <b>machine</b> <b>learning</b> and deep <b>learning</b> methods in <b>machine</b>/…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=16053506161900089507&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 194</a> <a href="/scholar?q=related:o3CZk8yCyd4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=16053506161900089507&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:o3CZk8yCyd4J:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="wLAJxm4Tu2gJ" data-did="wLAJxm4Tu2gJ" data-lid="" data-aid="wLAJxm4Tu2gJ" data-rp="293"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s12652-023-04530-y.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=293&amp;d=7546646967079252160&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="wLAJxm4Tu2gJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="wLAJxm4Tu2gJ" href="https://link.springer.com/article/10.1007/s12652-023-04530-y" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=293&amp;d=7546646967079252160&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="wLAJxm4Tu2gJ"><b>Machine learning </b>in crime prediction</a></h3><div class="gs_a">K Jenga, <a href="/citations?user=PnCoNz8AAAAJ&amp;hl=en&amp;oi=sra">C Catal</a>, G Kar&nbsp;- Journal of Ambient Intelligence and Humanized&nbsp;…, 2023 - Springer</div><div class="gs_rs">… <b>machine</b> <b>learning</b>-… <b>machine</b> <b>learning</b> papers that predict crime. We formulate eight research <br>
questions and observe that the majority of the papers used a supervised <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7546646967079252160&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 105</a> <a href="/scholar?q=related:wLAJxm4Tu2gJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7546646967079252160&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="UobTY1JqI8MJ" data-did="UobTY1JqI8MJ" data-lid="" data-aid="UobTY1JqI8MJ" data-rp="294"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2214509523010203" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=294&amp;d=14061199363675489874&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="UobTY1JqI8MJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="UobTY1JqI8MJ" href="https://www.sciencedirect.com/science/article/pii/S2214509523010203" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=294&amp;d=14061199363675489874&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="UobTY1JqI8MJ">Assessing the influence of sugarcane bagasse ash for the production of eco-friendly concrete: Experimental and <b>machine learning </b>approaches</a></h3><div class="gs_a"><a href="/citations?user=V4ZZIToAAAAJ&amp;hl=en&amp;oi=sra">MHR Sobuz</a>, <a href="/citations?user=rIGADyMAAAAJ&amp;hl=en&amp;oi=sra">SD Datta</a>, <a href="/citations?user=6E0lVIoAAAAJ&amp;hl=en&amp;oi=sra">JA Jabin</a>, <a href="/citations?user=dXHx34UAAAAJ&amp;hl=en&amp;oi=sra">FS Aditto</a>…&nbsp;- Case Studies in&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… with <b>machine</b> <b>learning</b> approaches. Therefore, this study aims to investigate fresh, mechanical <br>
and microstructural characteristics and <b>machine</b> <b>learning</b> … Different <b>machine</b> <b>learning</b> (ML) …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14061199363675489874&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 90</a> <a href="/scholar?q=related:UobTY1JqI8MJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14061199363675489874&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="8PXOPCOS9BoJ" data-did="8PXOPCOS9BoJ" data-lid="" data-aid="8PXOPCOS9BoJ" data-rp="295"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S2667378925000215" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=295&amp;d=1942338019345233392&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="8PXOPCOS9BoJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="8PXOPCOS9BoJ" href="https://www.sciencedirect.com/science/article/pii/S2667378925000215" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=295&amp;d=1942338019345233392&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="8PXOPCOS9BoJ"><b>Machine learning </b>applications for carbon emission estimation</a></h3><div class="gs_a">HS Al Nuaimi, <a href="/citations?user=X5ybUPoAAAAJ&amp;hl=en&amp;oi=sra">A Acquaye</a>, <a href="/citations?user=wTgtnoMAAAAJ&amp;hl=en&amp;oi=sra">A Mayyas</a>&nbsp;- Resources, Conservation &amp;&nbsp;…, 2025 - Elsevier</div><div class="gs_rs">In the context of escalating global climate change concerns, accurately estimating carbon <br>
emissions is crucial. This paper conducts a systematic literature review (SLR) on the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=1942338019345233392&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 3</a> <a href="/scholar?q=related:8PXOPCOS9BoJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Cwq6AM826lwJ" data-did="Cwq6AM826lwJ" data-lid="" data-aid="Cwq6AM826lwJ" data-rp="296"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.sciencedirect.com/science/article/pii/S1574954122004058" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=296&amp;d=6695224058737986059&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="Cwq6AM826lwJ"><span class="gs_ctg2">[HTML]</span> sciencedirect.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="Cwq6AM826lwJ" href="https://www.sciencedirect.com/science/article/pii/S1574954122004058" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=296&amp;d=6695224058737986059&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="Cwq6AM826lwJ">Application of <b>machine learning </b>approaches for land cover monitoring in northern Cameroon</a></h3><div class="gs_a"><a href="/citations?user=9XYzCzkAAAAJ&amp;hl=en&amp;oi=sra">YG Yuh</a>, <a href="/citations?user=7RtQe9oAAAAJ&amp;hl=en&amp;oi=sra">W Tracz</a>, <a href="/citations?user=BY1jk5kAAAAJ&amp;hl=en&amp;oi=sra">HD Matthews</a>, <a href="/citations?user=TQ8lQ_YAAAAJ&amp;hl=en&amp;oi=sra">SE Turner</a>&nbsp;- Ecological informatics, 2023 - Elsevier</div><div class="gs_rs">Abstract <b>Machine</b> <b>learning</b> (ML) models are a leading analytical technique used to monitor, <br>
map and quantify land use and land cover (LULC) and its change over time. Models such as k…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=6695224058737986059&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 126</a> <a href="/scholar?q=related:Cwq6AM826lwJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=6695224058737986059&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 3 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="y3u8pOqzXUYJ" data-did="y3u8pOqzXUYJ" data-lid="" data-aid="y3u8pOqzXUYJ" data-rp="297"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="y3u8pOqzXUYJ" href="https://www.nature.com/articles/s42256-024-00797-8" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=297&amp;d=5070406575856581579&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="y3u8pOqzXUYJ">A causal perspective on dataset bias in <b>machine learning </b>for medical imaging</a></h3><div class="gs_a"><a href="/citations?user=4PLajkUAAAAJ&amp;hl=en&amp;oi=sra">C Jones</a>, <a href="/citations?user=uw3fmPgAAAAJ&amp;hl=en&amp;oi=sra">DC Castro</a>, <a href="/citations?user=iIcKRG0AAAAJ&amp;hl=en&amp;oi=sra">F De Sousa Ribeiro</a>…&nbsp;- Nature <b>Machine</b>&nbsp;…, 2024 - nature.com</div><div class="gs_rs">… There remains a great opportunity for <b>machine</b> <b>learning</b> to improve outcomes in healthcare. <br>
… should play a key role in future analyses of <b>machine</b> <b>learning</b> models for medical imaging. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5070406575856581579&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 57</a> <a href="/scholar?q=related:y3u8pOqzXUYJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5070406575856581579&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="2JEOCiS9JHkJ" data-did="2JEOCiS9JHkJ" data-lid="" data-aid="2JEOCiS9JHkJ" data-rp="298"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1186/s40537-023-00817-1.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=298&amp;d=8729309940236063192&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="2JEOCiS9JHkJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="2JEOCiS9JHkJ" href="https://link.springer.com/article/10.1186/s40537-023-00817-1" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=298&amp;d=8729309940236063192&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="2JEOCiS9JHkJ">Advanced <b>machine learning </b>techniques for cardiovascular disease early detection and diagnosis</a></h3><div class="gs_a"><a href="/citations?user=xx6UT1YAAAAJ&amp;hl=en&amp;oi=sra">NA Baghdadi</a>, SM Farghaly Abdelaliem, <a href="/citations?user=E8XsLOAAAAAJ&amp;hl=en&amp;oi=sra">A Malki</a>…&nbsp;- Journal of Big Data, 2023 - Springer</div><div class="gs_rs">… Therefore, the incorporation of <b>machine</b> <b>learning</b> methods holds significant promise in the … <br>
novel, robust, effective, and efficient <b>machine</b> <b>learning</b> algorithms, specifically designed for the …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=8729309940236063192&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 116</a> <a href="/scholar?q=related:2JEOCiS9JHkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=8729309940236063192&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 8 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="WhSQV7SgqIsJ" data-did="WhSQV7SgqIsJ" data-lid="" data-aid="WhSQV7SgqIsJ" data-rp="299"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2203.02878" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=299&amp;d=10063470063782990938&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="WhSQV7SgqIsJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="WhSQV7SgqIsJ" href="https://www.sciencedirect.com/science/article/pii/S0925231222014035" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=299&amp;d=10063470063782990938&amp;ei=7WHkaM6NKsasieoP3am_iQM" data-clk-atid="WhSQV7SgqIsJ">A survey for solving mixed integer programming via <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=BTu8eaQAAAAJ&amp;hl=en&amp;oi=sra">J Zhang</a>, C Liu, <a href="/citations?user=QXU_QbMAAAAJ&amp;hl=en&amp;oi=sra">X Li</a>, <a href="/citations?user=gq29DtwAAAAJ&amp;hl=en&amp;oi=sra">HL Zhen</a>, M Yuan, Y Li, <a href="/citations?user=ga230VoAAAAJ&amp;hl=en&amp;oi=sra">J Yan</a>&nbsp;- Neurocomputing, 2023 - Elsevier</div><div class="gs_rs">… integration of <b>machine</b> <b>learning</b> and MIP with detailed discussions on related <b>learning</b>-based … <br>
Finally, we propose the outlook for <b>learning</b>-based MIP solvers, the direction toward more …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=10063470063782990938&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 147</a> <a href="/scholar?q=related:WhSQV7SgqIsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=10063470063782990938&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div></div><div id="gs_res_ccl_bot"><div class="gs_r gs_alrt_btm gs_oph gs_ota"><a href="/scholar_alerts?view_op=create_alert_options&amp;hl=en&amp;alert_query=%22machine+learning%22&amp;alert_params=%3Fhl%3Den%26as_sdt%3D0,20" class="gs_btnM gs_in_ib"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Create alert</span></a></div><div id="gs_n" 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Try again later.</div><div id="gs_md_s"></div><div data-h="0" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_cit" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_cit-t" data-cid="gs_citd" data-wfc="gs_cit-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_cit-x" role="button" aria-label="Cancel" data-mdx="gs_cit" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gs_cit-t" class="gs_md_hdr_t">Cite</h2><div class="gs_md_hdr_b"></div></div><div id="gs_cit-bdy" class="gs_md_bdy"><style>#gs_cit{width:520px;max-width:80%;}.gs_el_ph #gs_cit{width:100%;max-width:100%;}#gs_citt table{width:100%;margin-top:-8px;}#gs_citt td,#gs_citt th{vertical-align:top;padding:8px 0;}#gs_citt th{text-align:right;font-weight:normal;color:#777;padding-right:16px;white-space:nowrap;-webkit-user-select:none;user-select:none;}#gs_citi{margin:16px 0 0 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class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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href="https://www.tandfonline.com/doi/pdf/10.1080/23746149.2023.2165452" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=300&amp;d=17847303890494760630&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="tiZjT1RcrvcJ"><span class="gs_ctg2">[PDF]</span> tandfonline.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="tiZjT1RcrvcJ" href="https://www.tandfonline.com/doi/abs/10.1080/23746149.2023.2165452" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=300&amp;d=17847303890494760630&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="tiZjT1RcrvcJ">Quantum <b>machine learning</b>: from physics to software engineering</a></h3><div class="gs_a"><a href="/citations?user=IasDrgEAAAAJ&amp;hl=en&amp;oi=sra">A Melnikov</a>, <a href="/citations?user=uSNy3VkAAAAJ&amp;hl=en&amp;oi=sra">M Kordzanganeh</a>, <a href="/citations?user=XfRxTxkAAAAJ&amp;hl=en&amp;oi=sra">A Alodjants</a>…&nbsp;- Advances in Physics&nbsp;…, 2023 - Taylor &amp; Francis</div><div class="gs_rs">… We also illustrate how <b>machine</b> <b>learning</b> can be used both to … can be enhanced by applying <br>
<b>machine</b> <b>learning</b> to fundamental and … of <b>machine</b> <b>learning</b> solutions using quantum software. …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=17847303890494760630&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 139</a> <a href="/scholar?q=related:tiZjT1RcrvcJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=17847303890494760630&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 5 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="OU-fwK2Jy7wJ" data-did="OU-fwK2Jy7wJ" data-lid="" data-aid="OU-fwK2Jy7wJ" data-rp="301"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="OU-fwK2Jy7wJ" href="https://www.sciencedirect.com/science/article/pii/S2214785321050550" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=301&amp;d=13604118478756728633&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="OU-fwK2Jy7wJ">Diagnosis of diabetes using <b>machine learning </b>algorithms</a></h3><div class="gs_a">FA Khaleel, <a href="/citations?user=uI-e_x0AAAAJ&amp;hl=en&amp;oi=sra">AM Al-Bakry</a>&nbsp;- Materials Today: Proceedings, 2023 - Elsevier</div><div class="gs_rs">… After preparing the data for modeling, we predict diabetes mellitus using three common <br>
<b>machine</b> <b>learning</b> classification algorithms. This section summarizes the three <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=13604118478756728633&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 152</a> <a href="/scholar?q=related:OU-fwK2Jy7wJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="WDl9E3Ee3EkJ" data-did="WDl9E3Ee3EkJ" data-lid="" data-aid="WDl9E3Ee3EkJ" data-rp="302"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.researchgate.net/profile/Muthukumaran-Vaithianathan-3/publication/383231808_Integrating_AI_and_Machine_Learning_with_UVM_in_Semiconductor_Design/links/66c3a2275f116e7c5306d971/Integrating-AI-and-Machine-Learning-with-UVM-in-Semiconductor-Design.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=302&amp;d=5322162330652195160&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="WDl9E3Ee3EkJ"><span class="gs_ctg2">[PDF]</span> researchgate.net</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="WDl9E3Ee3EkJ" href="https://www.researchgate.net/profile/Muthukumaran-Vaithianathan-3/publication/383231808_Integrating_AI_and_Machine_Learning_with_UVM_in_Semiconductor_Design/links/66c3a2275f116e7c5306d971/Integrating-AI-and-Machine-Learning-with-UVM-in-Semiconductor-Design.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=302&amp;d=5322162330652195160&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="WDl9E3Ee3EkJ">Integrating AI and <b>machine learning </b>with UVM in semiconductor design</a></h3><div class="gs_a"><a href="/citations?user=Yh0xzNYAAAAJ&amp;hl=en&amp;oi=sra">M Vaithianathan</a>, M Patil, SF Ng…&nbsp;- ESP International Journal&nbsp;…, 2024 - researchgate.net</div><div class="gs_rs">… h) Deep <b>Learning</b>: Deep <b>learning</b> is a subfield of <b>machine</b> <b>learning</b> which uses artificial <br>
neural networks with multiple layers, also known as deep neural networks. It is good at handling …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=5322162330652195160&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 66</a> <a href="/scholar?q=related:WDl9E3Ee3EkJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=5322162330652195160&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:WDl9E3Ee3EkJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="Bd_Sd8UqH2UJ" data-did="Bd_Sd8UqH2UJ" data-lid="" data-aid="Bd_Sd8UqH2UJ" data-rp="303"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://www.mdpi.com/2227-9717/11/2/349" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=303&amp;d=7286589749715984133&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="Bd_Sd8UqH2UJ"><span class="gs_ctg2">[HTML]</span> mdpi.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[HTML]</span><span class="gs_ct2">[HTML]</span></span> <a id="Bd_Sd8UqH2UJ" href="https://www.mdpi.com/2227-9717/11/2/349" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=303&amp;d=7286589749715984133&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="Bd_Sd8UqH2UJ">Hyperparameter search for <b>machine learning </b>algorithms for optimizing the computational complexity</a></h3><div class="gs_a"><a href="/citations?user=DahlACoAAAAJ&amp;hl=en&amp;oi=sra">YA Ali</a>, EM Awwad, <a href="/citations?user=JtWR9IwAAAAJ&amp;hl=en&amp;oi=sra">M Al-Razgan</a>, A Maarouf&nbsp;- Processes, 2023 - mdpi.com</div><div class="gs_rs">… For <b>machine</b> <b>learning</b> algorithms, fine-tuning hyperparameters is a computational challenge <br>
… using the <b>machine</b> <b>learning</b> model known as Support Vector <b>Machine</b> and optimizing it using …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=7286589749715984133&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 240</a> <a href="/scholar?q=related:Bd_Sd8UqH2UJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=7286589749715984133&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 6 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:Bd_Sd8UqH2UJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">Cached</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="7v8qYIfr_y4J" data-did="7v8qYIfr_y4J" data-lid="" data-aid="7v8qYIfr_y4J" data-rp="304"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="7v8qYIfr_y4J" href="https://www.sciencedirect.com/science/article/pii/S0952197624012405" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=304&amp;d=3386684411472445422&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="7v8qYIfr_y4J">Advancing credit risk modelling with <b>Machine Learning</b>: A comprehensive review of the state-of-the-art</a></h3><div class="gs_a">AA Montevechi, <a href="/citations?user=RGlGAskAAAAJ&amp;hl=en&amp;oi=sra">R de Carvalho Miranda</a>…&nbsp;- …&nbsp;Applications of Artificial&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… Advances in <b>Machine</b> <b>Learning</b> (ML) now allow models to handle larger datasets with greater <br>
predictive power. Algorithms such as Decision Trees (DT), Support Vector Machines (SVM)…</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=3386684411472445422&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 31</a> <a href="/scholar?q=related:7v8qYIfr_y4J:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=3386684411472445422&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 2 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="I4CYUoRcejsJ" data-did="I4CYUoRcejsJ" data-lid="" data-aid="I4CYUoRcejsJ" data-rp="305"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="I4CYUoRcejsJ" href="https://www.sciencedirect.com/science/article/pii/S0301479724031098" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=305&amp;d=4285839718787612707&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="I4CYUoRcejsJ">Multi-temporal image analysis of wetland dynamics using <b>machine learning </b>algorithms</a></h3><div class="gs_a"><a href="/citations?user=2X6aCscAAAAJ&amp;hl=en&amp;oi=sra">RW Aslam</a>, <a href="/citations?user=t_cluZ4AAAAJ&amp;hl=en&amp;oi=sra">I Naz</a>, H Shu, <a href="/citations?user=5ACcWV8AAAAJ&amp;hl=en&amp;oi=sra">J Yan</a>, <a href="/citations?user=2GXAXpAAAAAJ&amp;hl=en&amp;oi=sra">A Quddoos</a>…&nbsp;- Journal of&nbsp;…, 2024 - Elsevier</div><div class="gs_rs">… Recent advances in <b>machine</b> <b>learning</b>, time series earth observation data, and cloud … To <br>
guide conservation strategies, the research integrates satellite data analytics, <b>machine</b> <b>learning</b> …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=4285839718787612707&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 58</a> <a href="/scholar?q=related:I4CYUoRcejsJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=4285839718787612707&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="M91Z4tguuCUJ" data-did="M91Z4tguuCUJ" data-lid="" data-aid="M91Z4tguuCUJ" data-rp="306"><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="M91Z4tguuCUJ" href="https://www.sciencedirect.com/science/article/pii/S004313542300773X" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=306&amp;d=2717973884163448115&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="M91Z4tguuCUJ">Optimization of water quality index models using <b>machine learning </b>approaches</a></h3><div class="gs_a">F Ding, W Zhang, S Cao, S Hao, L Chen, X Xie, W Li…&nbsp;- Water research, 2023 - Elsevier</div><div class="gs_rs">… We determined the combined weights based on <b>machine</b> <b>learning</b> and game theory to … The <br>
weight CW AL was combined by AHP and <b>machine</b> <b>learning</b> (LightGBM). CW AL was judged …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=2717973884163448115&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 122</a> <a href="/scholar?q=related:M91Z4tguuCUJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=2717973884163448115&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="RyAixGwIYsIJ" data-did="RyAixGwIYsIJ" data-lid="" data-aid="RyAixGwIYsIJ" data-rp="307"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://arxiv.org/pdf/2403.07059?" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=307&amp;d=14006767054315724871&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="RyAixGwIYsIJ"><span class="gs_ctg2">[PDF]</span> arxiv.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="RyAixGwIYsIJ" href="https://arxiv.org/abs/2403.07059" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=307&amp;d=14006767054315724871&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="RyAixGwIYsIJ">Better than classical? the subtle art of benchmarking quantum <b>machine learning </b>models</a></h3><div class="gs_a"><a href="/citations?user=eF_zWEIAAAAJ&amp;hl=en&amp;oi=sra">J Bowles</a>, <a href="/citations?user=2WJXw9YAAAAJ&amp;hl=en&amp;oi=sra">S Ahmed</a>, <a href="/citations?user=_ih_hwUAAAAJ&amp;hl=en&amp;oi=sra">M Schuld</a>&nbsp;- arXiv preprint arXiv:2403.07059, 2024 - arxiv.org</div><div class="gs_rs">… <b>machine</b> <b>learning</b> models on 6 binary classification tasks used to create 160 individual datasets. <br>
We find that overall, out-of-the-box classical <b>machine</b> <b>learning</b> … tum <b>machine</b> <b>learning</b>, a …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=14006767054315724871&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 132</a> <a href="/scholar?q=related:RyAixGwIYsIJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=14006767054315724871&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 4 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="https://scholar.googleusercontent.com/scholar?q=cache:RyAixGwIYsIJ:scholar.google.com/+machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_or_nvi">View as HTML</a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="OIWiMXK029IJ" data-did="OIWiMXK029IJ" data-lid="" data-aid="OIWiMXK029IJ" data-rp="308"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://link.springer.com/content/pdf/10.1007/s10916-023-01906-7.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=308&amp;d=15193936170416506168&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="OIWiMXK029IJ"><span class="gs_ctg2">[PDF]</span> springer.com</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><a id="OIWiMXK029IJ" href="https://link.springer.com/article/10.1007/s10916-023-01906-7" data-clk="hl=en&amp;sa=T&amp;ct=res&amp;cd=308&amp;d=15193936170416506168&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="OIWiMXK029IJ"><b>Machine learning </b>for dementia prediction: a systematic review and future research directions</a></h3><div class="gs_a"><a href="/citations?user=YJjY-PoAAAAJ&amp;hl=en&amp;oi=sra">A Javeed</a>, AL Dallora, <a href="/citations?user=ih6NZssAAAAJ&amp;hl=en&amp;oi=sra">JS Berglund</a>, <a href="/citations?user=I9e3eiUAAAAJ&amp;hl=en&amp;oi=sra">A Ali</a>, <a href="/citations?user=ZQhONYsAAAAJ&amp;hl=en&amp;oi=sra">L Ali</a>…&nbsp;- Journal of medical&nbsp;…, 2023 - Springer</div><div class="gs_rs">… Nowadays, Artificial Intelligence (AI) and <b>machine</b> <b>learning</b> (ML) have successfully provided <br>
… to 2022 using the keywords dementia, <b>machine</b> <b>learning</b>, feature selection, data modalities, …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=15193936170416506168&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 168</a> <a href="/scholar?q=related:OIWiMXK029IJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related articles</a> <a href="/scholar?cluster=15193936170416506168&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023" class="gs_nph">All 12 versions</a> <a href="javascript:void(0)" title="More" class="gs_or_mor gs_oph" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M0.75 5.5l2-2L7.25 8l-4.5 4.5-2-2L3.25 8zM7.75 5.5l2-2L14.25 8l-4.5 4.5-2-2L10.25 8z"></path></svg></a> <a href="javascript:void(0)" title="Fewer" class="gs_or_nvi gs_or_mor" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.25 5.5l-2-2L0.75 8l4.5 4.5 2-2L4.75 8zM14.25 5.5l-2-2L7.75 8l4.5 4.5 2-2L11.75 8z"></path></svg></a></div></div></div>  <div class="gs_r gs_or gs_scl" data-cid="EKLljObLo6sJ" data-did="EKLljObLo6sJ" data-lid="" data-aid="EKLljObLo6sJ" data-rp="309"><div class="gs_ggs gs_fl"><div class="gs_ggsd"><div class="gs_or_ggsm" ontouchstart="gs_evt_dsp(event)" tabindex="-1"><a href="https://pdfs.semanticscholar.org/d1bd/843b1d7f1b9c881a68d84cfa4f332473b164.pdf" data-clk="hl=en&amp;sa=T&amp;oi=gga&amp;ct=gga&amp;cd=309&amp;d=12367953192756290064&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="EKLljObLo6sJ"><span class="gs_ctg2">[PDF]</span> semanticscholar.org</a></div></div></div><div class="gs_ri"><h3 class="gs_rt" ontouchstart="gs_evt_dsp(event)"><span class="gs_ctc"><span class="gs_ct1">[PDF]</span><span class="gs_ct2">[PDF]</span></span> <a id="EKLljObLo6sJ" href="https://pdfs.semanticscholar.org/d1bd/843b1d7f1b9c881a68d84cfa4f332473b164.pdf" data-clk="hl=en&amp;sa=T&amp;oi=ggp&amp;ct=res&amp;cd=309&amp;d=12367953192756290064&amp;ei=82HkaKPPOtvTieoP4fTokAI" data-clk-atid="EKLljObLo6sJ">An intrusion detection system for sdn using <b>machine learning</b></a></h3><div class="gs_a"><a href="/citations?user=8xHWiDEAAAAJ&amp;hl=en&amp;oi=sra">G Logeswari</a>, <a href="/citations?user=pF9wm40AAAAJ&amp;hl=en&amp;oi=sra">S Bose</a>, <a href="/citations?user=gBM3-D8AAAAJ&amp;hl=en&amp;oi=sra">T Anitha</a>&nbsp;- Intelligent Automation &amp;&nbsp;…, 2023 - pdfs.semanticscholar.org</div><div class="gs_rs">… <b>Machine</b> <b>learning</b> techniques have become an essential component of attack security <br>
measures. These <b>machine</b> <b>learning</b>-… [7] suggested a <b>machine</b> <b>learning</b>-based DDoS defense …</div><div class="gs_fl gs_flb"><a href="javascript:void(0)" class="gs_or_sav gs_or_btn" role="button"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M7.5 11.57l3.824 2.308-1.015-4.35 3.379-2.926-4.45-.378L7.5 2.122 5.761 6.224l-4.449.378 3.379 2.926-1.015 4.35z"></path></svg><span class="gs_or_btn_lbl">Save</span></a> <a href="javascript:void(0)" class="gs_or_cit gs_or_btn gs_nph" role="button" aria-controls="gs_cit" aria-haspopup="true"><svg viewBox="0 0 15 16" class="gs_or_svg"><path d="M6.5 3.5H1.5V8.5H3.75L1.75 12.5H4.75L6.5 9V3.5zM13.5 3.5H8.5V8.5H10.75L8.75 12.5H11.75L13.5 9V3.5z"></path></svg><span>Cite</span></a> <a href="/scholar?cites=12367953192756290064&amp;as_sdt=10000005&amp;sciodt=0,20&amp;hl=en">Cited by 139</a> <a href="/scholar?q=related:EKLljObLo6sJ:scholar.google.com/&amp;scioq=machine+learning&amp;hl=en&amp;as_sdt=0,20&amp;as_ylo=2023">Related 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class="gs_asd_dt"><label for="gs_asd_q">with <b>all</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_q" value="machine learning" id="gs_asd_q" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_epq">with the <b>exact phrase</b></label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_epq" value="" id="gs_asd_epq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_oq">with <b>at least one</b> of the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_oq" value="" id="gs_asd_oq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_eq"><b>without</b> the words</label></div><div class="gs_asd_dd"><div class="gs_in_txtw gs_in_txtm gs_in_txtb"><input type="text" class="gs_in_txt" name="as_eq" value="" id="gs_asd_eq" autocapitalize="off"><div class="gs_in_txts"></div></div></div></div><div class="gs_asd_tr"><div class="gs_asd_dt"><label for="gs_asd_occt">where my words occur</label></div><div class="gs_asd_dd"><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="any" id="gs_asd_occt_a" checked=""><label for="gs_asd_occt_a">anywhere in the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div><div class="gs_asd_occtr"><span class="gs_in_ra" onclick="void(0)"><input type="radio" name="as_occt" value="title" id="gs_asd_occt_t"><label for="gs_asd_occt_t">in the title of the article</label><span class="gs_chk"></span><span class="gs_cbx"></span></span></div></div></div><div class="gs_asd_tr"><div 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