{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:56:37Z","timestamp":1758268597673},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2015,3,1]],"date-time":"2015-03-01T00:00:00Z","timestamp":1425168000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Nanyang Assistant Professorship SUG M4080134"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2015,3]]},"DOI":"10.1109\/tcyb.2014.2327960","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T20:21:00Z","timestamp":1403209260000},"page":"451-461","source":"Crossref","is-referenced-by-count":4,"title":["Collaborative Multifeature Fusion for Transductive Spectral Learning"],"prefix":"10.1109","volume":"45","author":[{"family":"Hongxing Wang","sequence":"first","affiliation":[]},{"family":"Junsong Yuan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","article-title":"Learning with local and global consistency","author":"zhou","year":"2003","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref38","first-page":"912","article-title":"Semi-supervised learning using Gaussian fields and harmonic functions","author":"zhu","year":"2003","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref33","first-page":"1","article-title":"Hierarchical sparse coding based on spatial pooling and multi-feature fusion","author":"weng","year":"2013","journal-title":"Proc IEEE Int Conf Multimedia Expo"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2308416"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.38"},{"key":"ref30","article-title":"Multi-view learning in the presence of view disagreement","author":"christoudias","year":"2008","journal-title":"Proc Uncertainty Artificial Intelligence"},{"key":"ref37","article-title":"Learning from labeled and unlabeled data using graph mincuts","author":"blum","year":"2001","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2197809"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.2200\/S00196ED1V01Y200906AIM006"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.64"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.523"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.26"},{"key":"ref29","article-title":"A survey on multi-view learning","author":"xu","year":"2013","journal-title":"arXiv 1304 5634"},{"key":"ref2","first-page":"2649","article-title":"Bayesian co-training","volume":"12","author":"yu","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279962"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248029"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1438","DOI":"10.1109\/TSMCB.2009.2039566","article-title":"Multiview spectral embedding","volume":"40","author":"xia","year":"2010","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2505515.2505591"},{"key":"ref24","article-title":"A co-training approach for multi-view spectral clustering","author":"kumar","year":"2011","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref23","first-page":"1413","article-title":"Co-regularized multi-view spectral clustering","volume":"24","author":"kumar","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2192108"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995740"},{"key":"ref50","author":"bache","year":"2013","journal-title":"UCI Machine Learning Repository"},{"key":"ref51","article-title":"UCF101: A dataset of 101 human actions classes from videos in the wild","author":"soomro","year":"2012","journal-title":"arXiv 1212 0402"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540018"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126403"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995407"},{"key":"ref10","first-page":"1","article-title":"Mining visual collocation patterns via self-supervised subspace learning","volume":"42","author":"yuan","year":"2012","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref40","article-title":"Transduction on directed graphs via absorbing random walks","author":"de","year":"2014","journal-title":"arXiv 1402 4566"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390300"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00233"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273642"},{"key":"ref14","first-page":"112","article-title":"Learning classification with unlabeled data","author":"sa","year":"1993","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2009.5204274"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-011-0494-3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2011.2106208"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.28"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972788.74"},{"key":"ref4","first-page":"1095","article-title":"Heterogeneous feature machines for visual recognition","author":"cao","year":"2009","journal-title":"Proc IEEE Int Conf Comput Vis"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587353"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2188783"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459169"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383222"},{"key":"ref49","first-page":"381","article-title":"Handwritten digit recognition by combined classifiers","volume":"34","author":"van breukelen","year":"1998","journal-title":"Kybernetika"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1110"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281284"},{"key":"ref46","author":"l\u00fctkepohl","year":"1996","journal-title":"Handbook of Matrices"},{"key":"ref45","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume":"2","author":"ng","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICVGIP.2008.47"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.42"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.60"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.141"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33486-3_19"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/7041256\/06837429.pdf?arnumber=6837429","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:41:02Z","timestamp":1642005662000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6837429\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,3]]},"references-count":54,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2014.2327960","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,3]]}}}