{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,22]],"date-time":"2025-03-22T09:04:41Z","timestamp":1742634281602,"version":"3.38.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2007,12,1]],"date-time":"2007-12-01T00:00:00Z","timestamp":1196467200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2007,12]]},"DOI":"10.1109\/tpami.2007.1102","type":"journal-article","created":{"date-parts":[[2007,11,8]],"date-time":"2007-11-08T00:01:33Z","timestamp":1194480093000},"page":"2135-2142","source":"Crossref","is-referenced-by-count":45,"title":["Nonsmooth Optimization Techniques for Semisupervised Classification"],"prefix":"10.1109","volume":"29","author":[{"given":"A.","family":"Astorino","sequence":"first","affiliation":[]},{"given":"A.","family":"Fuduli","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-60744-8_5"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1023\/B:MACH.0000033120.25363.1e"},{"key":"ref3","first-page":"132","article-title":"Geometry in Learning","volume-title":"Geometry at Work","author":"Bennett","year":"2000"},{"key":"ref4","first-page":"368","article-title":"Semi-Supervised Support Vector Machines","volume-title":"Advances in Neural Information Processing Systems","volume":"12","author":"Bennett","year":"1998"},{"key":"ref5","first-page":"121","article-title":"Optimization Approaches to Semi\u2013Supervised Learning","volume-title":"Complementarity: Applications, Algorithms and Extensions","author":"Bennett","year":"2001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/10556789208805504"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/9780262033589.001.0001","volume-title":"Semi-Supervised Learning","author":"Chapelle","year":"2006"},{"key":"ref8","first-page":"57","article-title":"Semi-Supervised Classification by Low Density Separation","volume-title":"Proc. 10th Int\u2019l Workshop Artificial Intelligence and Statistics","author":"Chapelle"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971309"},{"key":"ref10","article-title":"Trading Convexity for Scalability","volume-title":"technical report","author":"Collobert","year":"2005"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511801389"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-006-9090-z"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/10556780410001648112"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/S1052623402411459"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502527"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/10556780108805809"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975604"},{"key":"ref18","volume-title":"Convex Analysis and Minimization Algorithms","volume":"I-II","author":"Hiriart-Urruty","year":"1993"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1130.003.0015"},{"key":"ref20","first-page":"200","article-title":"Transductive Inference for Text Classification Using Support Vector Machines","volume-title":"Proc. Int\u2019l Conf. Machine Learning","author":"Joachims"},{"key":"ref21","first-page":"290","article-title":"Transductive Learning via Spectral Graph Partitioning","volume-title":"Proc. Int\u2019l Conf. Machine Learning","author":"Joachims"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/BF02591907"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0074500"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/BF01585731"},{"article-title":"An Algorithm for Minimizing Convex Functions","volume-title":"Proc. IFIP Congress","author":"Lemar\u00e9chal","key":"ref25"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1142\/1493"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1287\/moor.2.2.191"},{"article-title":"UCI Repository of Machine Learning Databases","year":"1992","author":"Murphy","key":"ref28"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1086\/116063"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1130.001.0001"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/0802008"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1198\/016214503000000639"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0120703"},{"key":"ref36","article-title":"The Concave-Convex Procedure (CCCP)","volume-title":"Advances in Neural Information Processing Systems","volume":"14","author":"Yuille","year":"2002"},{"key":"ref37","article-title":"Learning with Local and Global Consistency","volume-title":"Advances in Neural Information Processing System","author":"Zhou","year":"2003"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28649-3_29"},{"article-title":"Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning","volume-title":"Proc. Int\u2019l Conf. Neural Information Processing Systems","author":"Zhu","key":"ref39"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/34\/4375367\/04359288.pdf?arnumber=4359288","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,16]],"date-time":"2025-03-16T04:55:45Z","timestamp":1742100945000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4359288\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,12]]},"references-count":39,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2007.1102","relation":{},"ISSN":["0162-8828","2160-9292"],"issn-type":[{"type":"print","value":"0162-8828"},{"type":"electronic","value":"2160-9292"}],"subject":[],"published":{"date-parts":[[2007,12]]}}}