{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T19:14:39Z","timestamp":1754162079760,"version":"3.41.2"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.1109\/iske47853.2019.9170294","type":"proceedings-article","created":{"date-parts":[[2020,8,18]],"date-time":"2020-08-18T17:10:34Z","timestamp":1597770634000},"page":"622-629","source":"Crossref","is-referenced-by-count":0,"title":["Incremental Learning for Transductive SVMs"],"prefix":"10.1109","author":[{"given":"Boliang","family":"Sun","sequence":"first","affiliation":[{"name":"National University of Defense,College of Systems Engineering,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Li","sequence":"additional","affiliation":[{"name":"National University of Defense,College of Systems Engineering,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingchen","family":"Hu","sequence":"additional","affiliation":[{"name":"National University of Defense,College of Systems Engineering,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guangquan","family":"Cheng","sequence":"additional","affiliation":[{"name":"National University of Defense,College of Systems Engineering,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chao","family":"Chen","sequence":"additional","affiliation":[{"name":"National University of Defense,College of Systems Engineering,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhong","family":"Liu","sequence":"additional","affiliation":[{"name":"National University of Defense,College of Systems Engineering,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","article-title":"Semi-supervised learning literature survey","author":"zhu","year":"2008","journal-title":"University of Wisconsin - Madison Tech Rep CS 1530"},{"key":"ref32","article-title":"The concave-convex procedure (CCCP)","author":"yuihe","year":"2002","journal-title":"Advances in Neural Information Processing Systems 14"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref30","article-title":"Online Semi-Supervised Learning on Quantized Graphs","author":"valko","year":"2010","journal-title":"Proc of the 4th IEEE online learning for computer vision workshop"},{"key":"ref10","article-title":"Semi-supervised classification by low density separation","author":"chapehe","year":"2005","journal-title":"Proceedings of the Tenth International Workshop on Synthetic Intelligence and Statistics"},{"key":"ref11","article-title":"Semi-supervised clustering with user feedback","author":"cohn","year":"2000","journal-title":"AAAI Conference on Synthetic Intelligence"},{"key":"ref12","first-page":"16871712","article-title":"Large scale transductive SVMs","volume":"7","author":"collobert","year":"2006","journal-title":"The Journal of Machine Learning Research"},{"key":"ref13","first-page":"951991","article-title":"Ultraconservative online methods for multiclass problems","volume":"3","author":"crammer","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"ref14","first-page":"551","article-title":"Online passive aggressive methods","volume":"7","author":"crammer","year":"2006","journal-title":"Journal of Machine Learning Research"},{"key":"ref15","article-title":"An iterative method for extending learners to a semi-supervised setting","author":"culp","year":"2007","journal-title":"The 2007 Joint Statistical Meetings (JSM)"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/6173.003.0011","article-title":"Semi-supervised learning using semidefinite programming","author":"de bie","year":"2006","journal-title":"Semi-supervised learning Cambridge Massachussets"},{"key":"ref17","article-title":"An approach for incremental semisupervised SVM","author":"emara","year":"2007","journal-title":"Seventh IEEE International Conference on Data Mining"},{"key":"ref18","first-page":"1","article-title":"Semi-supervised support vector machines for unlabeled data classification","author":"fung","year":"2001","journal-title":"Optimisation methods and software"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87479-9_44"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5014-x"},{"journal-title":"Fundamentals of Convex Analysis","year":"2004","author":"berger","key":"ref4"},{"key":"ref27","article-title":"A co-regularized approach to semi-supervised learning with multiple views","author":"sindhwani","year":"2005","journal-title":"Proc of the 22nd ICML Workshop on Learning with Multiple Views"},{"key":"ref3","first-page":"368","article-title":"Semi-supervised support vector machines","volume":"11","author":"bennett","year":"1999","journal-title":"Advances in neural information processing systems"},{"key":"ref6","article-title":"On-line Methods in Machine Learning","author":"blum","year":"1998","journal-title":"Fiat and Woe ginger eds LNCS #1442"},{"key":"ref29","article-title":"Semi-supervised learning by mixed label propagation","author":"tong","year":"2007","journal-title":"Proceedings of the Twenty-Second AAAI Conference on Synthetic Intelligence"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956759"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1145\/130385.130401","article-title":"A training method for optimal margin classifiers","author":"boser","year":"1992","journal-title":"Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279962"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206737"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143863"},{"key":"ref1","article-title":"Maximum margin semisupervised teaming for structured variabtes","volume":"18","author":"attun","year":"2005","journal-title":"Adv in Neur Inf Process Syst (NIPS)"},{"key":"ref20","article-title":"Semi-supervised online boosting for robust tracking","author":"grabner","year":"2008","journal-title":"Proceedings of ECCV"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.5121\/ijdkp.2012.2504"},{"key":"ref21","article-title":"Analysis of semi-supervised learning with the Yarowsky method","author":"haffari","year":"2007","journal-title":"23rd Conference on Uncertainty in Synthetic Intelligence"},{"key":"ref24","first-page":"307","article-title":"From instance-level constraints to space-level constraints: Making the most of prior knowledge in data clustering","author":"klein","year":"2002","journal-title":"Proceedings of the 19th International Conference on Machine Learning"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.830991"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/83.855432"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015344"}],"event":{"name":"2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","start":{"date-parts":[[2019,11,14]]},"location":"Dalian, China","end":{"date-parts":[[2019,11,16]]}},"container-title":["2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9163188\/9170202\/09170294.pdf?arnumber=9170294","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,29]],"date-time":"2025-07-29T18:29:08Z","timestamp":1753813748000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9170294\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/iske47853.2019.9170294","relation":{},"subject":[],"published":{"date-parts":[[2019,11]]}}}