{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,20]],"date-time":"2026-07-20T15:52:55Z","timestamp":1784562775790,"version":"3.55.0"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62076138"],"award-info":[{"award-number":["62076138"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1109\/tpami.2023.3346765","type":"journal-article","created":{"date-parts":[[2023,12,25]],"date-time":"2023-12-25T19:51:07Z","timestamp":1703533867000},"page":"1331-1347","source":"Crossref","is-referenced-by-count":10,"title":["Global Model Selection via Solution Paths for Robust Support Vector Machine"],"prefix":"10.1109","volume":"47","author":[{"given":"Zhou","family":"Zhai","sequence":"first","affiliation":[{"name":"Computer science &#x0026; technology, Nanjing University of Information Science &#x0026; Technology, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7165-3143","authenticated-orcid":false,"given":"Bin","family":"Gu","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Jilin University, Changchun, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2620-3247","authenticated-orcid":false,"given":"Cheng","family":"Deng","sequence":"additional","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3483-8333","authenticated-orcid":false,"given":"Heng","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Electrical &#x0026; Computer Engineering, University of Pittsburgh, Pittsburgh, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1198\/016214507000000617"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143870"},{"key":"ref5","first-page":"1391","article-title":"The entire regularization path for the support vector machine","volume":"5","author":"Hastie","year":"2004","journal-title":"J. Mach. Learn. Res."},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2009.2039000"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/mlsp.2011.6064551"},{"key":"ref8","first-page":"1713","article-title":"Considering cost asymmetry in learning classifiers","volume":"7","author":"Bach","year":"2006","journal-title":"J. Mach. Learn. Res."},{"key":"ref9","first-page":"3532","article-title":"BI-parameter space partition for cost-sensitive SVM","volume-title":"Proc. 24th Int. Joint Conf. Artif. Intell.","author":"Gu"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2578326"},{"issue":"5","key":"ref11","doi-asserted-by":"crossref","first-page":"800","DOI":"10.1109\/TNNLS.2012.2183644","article-title":"Regularization path for $\\nu$\u03bd-support vector classification","volume":"23","author":"Gu","year":"2012","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2527796"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.11.008"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000001370"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.10-07-628"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.6.1633"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2002077"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098010"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2048039"},{"key":"ref20","first-page":"897","article-title":"Infinitesimal annealing for training semi-supervised support vector machines","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ogawa"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1214\/14-EJS934"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2010.tm09380"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-017-5627-7"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1214\/09-ss054"},{"key":"ref25","first-page":"153","article-title":"Collaborative filtering ensemble for ranking","volume-title":"Proc. Int. Conf. KDD Cup","author":"Jahrer"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-13-94"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2106219"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1007\/978-3-642-35289-8_32","article-title":"A practical guide to training restricted boltzmann machines","volume-title":"Neural Networks: Tricks of the Trade","author":"Hinton","year":"2012"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.5555\/2188385.2188395"},{"key":"ref30","article-title":"Minima of functions of several variables with inequalities as side constraints","author":"Karush","year":"1939"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118361"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-022-10870-1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.108982"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref35","first-page":"2549","article-title":"A new generalized error path algorithm for model selection","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Gu"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1162\/08997660360581958"},{"key":"ref37","article-title":"Sequential minimal optimization: A fast algorithm for training support vector machines","author":"Platt","year":"1998"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2771456"},{"key":"ref39","volume-title":"Quantum Field Theory: A Modern Introduction","author":"Kaku","year":"1993"},{"key":"ref40","first-page":"409","article-title":"Incremental and decremental support vector machine learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Cauwenberghs"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220092"},{"key":"ref42","article-title":"Ramp loss K-support vector classification-regression; a robust and sparse multi-class approach to the intrusion detection problem","volume":"126","author":"Bamakan","year":"2017","journal-title":"Knowl.-Based Syst."},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1130.003.0020"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2250300"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/10873290\/10373138.pdf?arnumber=10373138","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,6]],"date-time":"2025-02-06T05:39:31Z","timestamp":1738820371000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10373138\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":44,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2023.3346765","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]}}}