{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T03:32:24Z","timestamp":1773804744876,"version":"3.50.1"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2015,11,1]],"date-time":"2015-11-01T00:00:00Z","timestamp":1446336000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"National Basic Research Program (973 Program) of China","award":["2013CB329402"],"award-info":[{"award-number":["2013CB329402"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61072106"],"award-info":[{"award-number":["61072106"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61173090"],"award-info":[{"award-number":["61173090"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61072108"],"award-info":[{"award-number":["61072108"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Research Foundation for the Doctoral Program of Higher Education of China","award":["20110203110006"],"award-info":[{"award-number":["20110203110006"]}]},{"name":"Fund for Foreign Scholars in University Research and Teaching Programs (the 111 Project)","award":["B07048"],"award-info":[{"award-number":["B07048"]}]},{"name":"Program for Cheung Kong Scholars and Innovative Research Team in University","award":["IRT1170"],"award-info":[{"award-number":["IRT1170"]}]},{"DOI":"10.13039\/501100006355","name":"SHIAE","doi-asserted-by":"crossref","award":["8115048"],"award-info":[{"award-number":["8115048"]}],"id":[{"id":"10.13039\/501100006355","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000924","name":"MSRA","doi-asserted-by":"crossref","award":["6903555"],"award-info":[{"award-number":["6903555"]}],"id":[{"id":"10.13039\/501100000924","id-type":"DOI","asserted-by":"crossref"}]},{"name":"GRF","award":["411211"],"award-info":[{"award-number":["411211"]}]},{"name":"CUHK Direct","award":["4055015"],"award-info":[{"award-number":["4055015"]}]},{"name":"CUHK Direct","award":["4055017"],"award-info":[{"award-number":["4055017"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2015,11]]},"DOI":"10.1109\/tcyb.2014.2374695","type":"journal-article","created":{"date-parts":[[2014,12,8]],"date-time":"2014-12-08T19:31:34Z","timestamp":1418067094000},"page":"2437-2448","source":"Crossref","is-referenced-by-count":107,"title":["Trace Norm Regularized CANDECOMP\/PARAFAC Decomposition With Missing Data"],"prefix":"10.1109","volume":"45","author":[{"given":"Yuanyuan","family":"Liu","sequence":"first","affiliation":[]},{"given":"Fanhua","family":"Shang","sequence":"additional","affiliation":[]},{"given":"Licheng","family":"Jiao","sequence":"additional","affiliation":[]},{"given":"James","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Hong","family":"Cheng","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973440.99"},{"key":"ref38","article-title":"Nuclear norms for tensors and their use for convex multilinear estimation","author":"signoretto","year":"2010"},{"key":"ref33","first-page":"1331","article-title":"Convex tensor decomposition via structured Schatten norm regularization","author":"tomioka","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref32","first-page":"1","article-title":"Foundations of the PARAFAC procedure: Models and conditions for an &#x2018;explanatory&#x2019; multi-modal factor analysis","volume":"16","author":"harshman","year":"1970","journal-title":"UCLA Working Papers Phonetics"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289464"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/130905010"},{"key":"ref37","first-page":"1670","article-title":"Guarantees of augmented trace norm models in tensor recovery","author":"shi","year":"2013","journal-title":"Proc Intern Joint Conf Artificial Intel (IJCAI)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2254477"},{"key":"ref35","article-title":"Generalized higher-order orthogonal iteration for tensor decomposition and completion","author":"liu","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11045-013-0269-9"},{"key":"ref28","article-title":"The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices","author":"lin","year":"2009"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/070697835"},{"key":"ref29","article-title":"Matrix rank minimization with applications","author":"fazel","year":"2002"},{"key":"ref2","article-title":"Tensor decompositions for signal processing applications","author":"cichocki","year":"0","journal-title":"IEEE Signal Process Mag"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2004.01.016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/27\/2\/025010"},{"key":"ref22","first-page":"2151","article-title":"Generalized coupled tensor factorization","author":"yilmaz","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2245416"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.903263"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/344779.344972"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.858979"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.06.011"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/080738970"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.164"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-012-0280-z"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-013-0035-4"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-009-0306-5"},{"key":"ref55","first-page":"503","article-title":"Uncovering groups via heterogeneous interaction analysis","author":"tang","year":"2009","journal-title":"Proc IEEE Int Conf Data Min (ICDM)"},{"key":"ref54","first-page":"27","article-title":"Sparse higher-order principal components analysis","author":"allen","year":"2012","journal-title":"Proc 15th Int Conf Artif Intell Statist (AISTATS)"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80056-5"},{"key":"ref52","first-page":"1279","article-title":"Generalized higher-order tensor decomposition via parallel ADMM","author":"shang","year":"2014","journal-title":"Proc AAAI Conf Artif Intell (AAAI)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2010.2097588"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-013-5366-3"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/0196-6774(90)90014-6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479896305696"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2005.08.005"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.112"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.01.004"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.05.015"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972801.61"},{"key":"ref19","article-title":"Probabilistic tensor factorization for tensor completion","author":"shan","year":"2011"},{"key":"ref4","first-page":"2114","article-title":"Tensor completion for estimating missing values in visual data","author":"liu","year":"2009","journal-title":"Proc IEEE Int Conf Comput Vis (ICCV)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1096"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2276430"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.39"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972795.91"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.07.003"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1109\/TSMCB.2007.911536","article-title":"Discriminant locally linear embedding with high-order tensor data","volume":"38","author":"li","year":"2008","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/cem.801"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1093\/imanum\/drq039"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2662083"},{"key":"ref42","first-page":"73","article-title":"Square deal: Lower bounds and improved relaxations for tensor recovery","author":"mu","year":"2014","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2512329"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1137\/120887795"},{"key":"ref43","first-page":"2967","article-title":"A new convex relaxation for tensor completion","author":"romera-paredes","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/7297778\/06979248.pdf?arnumber=6979248","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:28:08Z","timestamp":1642004888000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6979248\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11]]},"references-count":59,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2014.2374695","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,11]]}}}