{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:54:38Z","timestamp":1760597678201,"version":"3.41.0"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2016,7,1]],"date-time":"2016-07-01T00:00:00Z","timestamp":1467331200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation of China","doi-asserted-by":"publisher","award":["61333014","61321491"],"award-info":[{"award-number":["61333014","61321491"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key Basic Research Program of China","award":["2014CB340501"],"award-info":[{"award-number":["2014CB340501"]}]},{"name":"Collaborative Innovation Center of Novel Software Technology and Industrialization"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2016,7,1]]},"DOI":"10.1109\/tkde.2016.2535283","type":"journal-article","created":{"date-parts":[[2016,2,26]],"date-time":"2016-02-26T19:19:17Z","timestamp":1456514357000},"page":"1749-1763","source":"Crossref","is-referenced-by-count":27,"title":["Large Margin Distribution Learning with Cost Interval and Unlabeled Data"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9221-3331","authenticated-orcid":false,"given":"Yu-Hang","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Zhi-Hua","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"1191","article-title":"The value of unlabeled data for classification problems","author":"zhang","year":"0","journal-title":"Proc 17th Int Conf Mach Learn"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2188013"},{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4175.001.0001","author":"scholkopf","year":"2001","journal-title":"Learning With Kernels-Support Vector Machines Regularization Optimization and Beyond"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.72"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/0330046"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007692713085"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3264-1"},{"key":"ref36","article-title":"Types of cost in inductive concept learning","author":"turney","year":"0","journal-title":"Proc Working Notes ICML Workshop Cost-Sensitive Learn"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2002.1000348"},{"key":"ref34","first-page":"476","article-title":"Thresholding for making classifiers cost-sensitive","author":"sheng","year":"0","journal-title":"Proc Nat Conf Artif Intell"},{"key":"ref10","first-page":"1687","article-title":"Large scale transductive SVMs","volume":"7","author":"collobert","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623710"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/312129.312220"},{"key":"ref13","first-page":"239","article-title":"Exploiting the cost (in) sensitivity of decision tree splitting criteria","author":"drummond","year":"0","journal-title":"Proc Annu Int Conf Mach Learn"},{"key":"ref14","first-page":"973","article-title":"The foundations of cost-sensitive learning","author":"elkan","year":"0","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref15","first-page":"97","article-title":"Adacost: Misclassification cost-sensitive boosting","author":"fan","year":"0","journal-title":"Proc Annu Int Conf Mach Learn"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2013.07.002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(02)00209-6"},{"key":"ref18","first-page":"200","article-title":"Transductive inference for text classification using support vector machines","author":"joachims","year":"0","journal-title":"Proc Annu Int Conf Mach Learn"},{"key":"ref19","first-page":"445","article-title":"Cost-sensitive learning with neural networks","author":"kukar","year":"0","journal-title":"Proc Eur Conf Artif Intell"},{"key":"ref28","first-page":"571","article-title":"A mixture of experts classifier with learning based on both labelled and unlabelled data","author":"miller","year":"0","journal-title":"Proc Neural Info Process Syst"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279962"},{"key":"ref27","first-page":"1622","article-title":"Active cost-sensitive learning","author":"margineantu","year":"0","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref3","first-page":"368","article-title":"Semi-supervised support vector machines","author":"bennett","year":"0","journal-title":"Proc Neural Info Process Syst"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262033589.001.0001"},{"article-title":"Combining statistical learning with a knowledge-based approach: A case study in intensive care monitoring","year":"1999","author":"morik","key":"ref29"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39857-8_5"},{"key":"ref8","first-page":"54","article-title":"Semi-supervised classification by low density separation","author":"chapelle","year":"0","journal-title":"Proc 10th Int Workshop Artif Intell Statist"},{"key":"ref7","first-page":"203","article-title":"Optimization techniques for semi-supervised support vector machines","volume":"9","author":"chapelle","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref2","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from labeled and unlabeled examples","volume":"7","author":"belkin","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1089827.1089833"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1023\/B:MACH.0000033120.25363.1e"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2007.904745"},{"key":"ref22","first-page":"500","article-title":"Cost-sensitive semi-supervised support vector machine","author":"li","year":"0","journal-title":"Proc Nat Conf Artif Intell"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553456"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-009-0209-z"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972795.70"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11656-3_1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012406528296"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2010.00358.x"},{"key":"ref26","article-title":"Learning when data sets are imbalanced and when costs are unequal and unknown","author":"maloof","year":"0","journal-title":"Proc Int Conf Mach Learning Workshop Learning Imbalanced Data Sets"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.17"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835857"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/7484370\/07420732.pdf?arnumber=7420732","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T14:55:27Z","timestamp":1748789727000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7420732\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7,1]]},"references-count":44,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2016.2535283","relation":{},"ISSN":["1041-4347"],"issn-type":[{"type":"print","value":"1041-4347"}],"subject":[],"published":{"date-parts":[[2016,7,1]]}}}