{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T01:23:56Z","timestamp":1770513836507,"version":"3.49.0"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2017,7,1]],"date-time":"2017-07-01T00:00:00Z","timestamp":1498867200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Guangzhou Key Laboratory of Robotics and Intelligent Software","award":["15180007"],"award-info":[{"award-number":["15180007"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (NSFC)","doi-asserted-by":"publisher","award":["61502177"],"award-info":[{"award-number":["61502177"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (NSFC)","doi-asserted-by":"publisher","award":["61403088"],"award-info":[{"award-number":["61403088"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (NSFC)","doi-asserted-by":"publisher","award":["61602185"],"award-info":[{"award-number":["61602185"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2017,7,1]]},"DOI":"10.1109\/tkde.2017.2685597","type":"journal-article","created":{"date-parts":[[2017,3,22]],"date-time":"2017-03-22T03:13:55Z","timestamp":1490152435000},"page":"1494-1507","source":"Crossref","is-referenced-by-count":120,"title":["Online Transfer Learning with Multiple Homogeneous or Heterogeneous Sources"],"prefix":"10.1109","volume":"29","author":[{"given":"Qingyao","family":"Wu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanrui","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoming","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingkui","family":"Tan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yonghui","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuguang","family":"Yan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianyong","family":"Hao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","first-page":"23","article-title":"A desicion-theoretic generalization of on-line learning and an application to boosting","author":"freund","year":"1995","journal-title":"Proc Comput Des Conf"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"416","DOI":"10.1007\/3-540-44581-1_27","article-title":"A generalized representer theorem","author":"sch\u00f6lkopf","year":"2001","journal-title":"Computational Learning Theory"},{"key":"ref31","first-page":"1231","article-title":"OTL: A framework of online transfer learning","author":"zhao","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2330844"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/0005-2795(75)90109-9"},{"key":"ref36","first-page":"1371","article-title":"Towards ultrahigh dimensional feature selection for big data","volume":"15","author":"tan","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref35","first-page":"1047","article-title":"Learning sparse SVM for feature selection on very high dimensional datasets","author":"tan","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn"},{"key":"ref34","first-page":"28","article-title":"Learning from multiple partially observed views-an application to multilingual text categorization","author":"amini","year":"2009","journal-title":"Proc 22nd Int Conf Advances Neural Inf Process Syst"},{"key":"ref10","article-title":"Online learning: Theory, algorithms, and applications","author":"shalev-shwartz","year":"2007"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2013.01.003"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1037\/h0042519"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012435301888"},{"key":"ref14","first-page":"213","article-title":"A new approximate maximal margin classification algorithm","volume":"2","author":"gentile","year":"2001","journal-title":"J Mach Learn Res"},{"key":"ref15","first-page":"951","article-title":"Ultraconservative online algorithms for multiclass problems","volume":"3","author":"crammer","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref16","first-page":"551","article-title":"Online passive-aggressive algorithms","volume":"7","author":"crammer","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref17","first-page":"1587","article-title":"Double updating online learning","volume":"12","author":"zhao","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390190"},{"key":"ref19","first-page":"121","article-title":"Exact soft confidence-weighted learning","author":"wang","year":"2012","journal-title":"Proc 29th Int'l Conf Machine Learning (ICML '12)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/sam.11226"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2014.06.003"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539857"},{"key":"ref3","article-title":"Source-selection-free transfer learning","volume":"22","author":"xiang","year":"2011","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref6","first-page":"495","article-title":"LIBOL: A library for online learning algorithms","volume":"15","author":"hoi","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5148-0"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2505515.2505603"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507176"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.149"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2013.32"},{"key":"ref9","article-title":"Online classification on a budget","volume":"16","author":"singer","year":"2004","journal-title":"Proc Advances Neural Inf Process Syst"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2015.2505330"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2465157"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2281451"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.114"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.111"},{"key":"ref26","first-page":"337","article-title":"Selective transfer between learning tasks using task-based boosting","author":"eaton","year":"2011","journal-title":"Proc 25th AAAI Conf Artif Intell"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783295"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/7938564\/07883886.pdf?arnumber=7883886","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:14:52Z","timestamp":1642004092000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7883886\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7,1]]},"references-count":37,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2017.2685597","relation":{},"ISSN":["1041-4347"],"issn-type":[{"value":"1041-4347","type":"print"}],"subject":[],"published":{"date-parts":[[2017,7,1]]}}}