{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T14:54:42Z","timestamp":1777733682098,"version":"3.51.4"},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T00:00:00Z","timestamp":1612137600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T00:00:00Z","timestamp":1612137600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T00:00:00Z","timestamp":1612137600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672409"],"award-info":[{"award-number":["61672409"]}],"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":["61936006"],"award-info":[{"award-number":["61936006"]}],"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":["61876144"],"award-info":[{"award-number":["61876144"]}],"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":["61876145"],"award-info":[{"award-number":["61876145"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Major Basic Research Project of Shaanxi Province","award":["2017ZDJC-31"],"award-info":[{"award-number":["2017ZDJC-31"]}]},{"name":"Shaanxi Province Science Fund for Distinguished Young Scholars","award":["2018JC-016"],"award-info":[{"award-number":["2018JC-016"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["JB190301"],"award-info":[{"award-number":["JB190301"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["JB190305"],"award-info":[{"award-number":["JB190305"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2021,2]]},"DOI":"10.1109\/tnnls.2020.2979532","type":"journal-article","created":{"date-parts":[[2020,4,7]],"date-time":"2020-04-07T21:55:02Z","timestamp":1586296502000},"page":"814-825","source":"Crossref","is-referenced-by-count":66,"title":["Multiview Concept Learning Via Deep Matrix Factorization"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9767-1323","authenticated-orcid":false,"given":"Wei","family":"Zhao","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7191-7348","authenticated-orcid":false,"given":"Cai","family":"Xu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2413-4698","authenticated-orcid":false,"given":"Ziyu","family":"Guan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3117-9926","authenticated-orcid":false,"given":"Ying","family":"Liu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1002\/nav.3800020109"},{"key":"ref70","first-page":"1083","article-title":"On deep multi-view representation learning","author":"wang","year":"2015","journal-title":"Proc ICML"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0629-5"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2516948"},{"key":"ref32","first-page":"818","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"2014","journal-title":"Proc ECCV"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2554555"},{"key":"ref30","article-title":"Deep forest","author":"zhou","year":"2017","journal-title":"arXiv 1702 08835"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/402"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"ref35","first-page":"2921","article-title":"Multi-view clustering via deep matrix factorization","author":"zhao","year":"2017","journal-title":"Proc AAAI"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2504035"},{"key":"ref60","article-title":"Sparse deep nonnegative matrix factorization","author":"guo","year":"2017","journal-title":"arXiv 1707 09316"},{"key":"ref62","doi-asserted-by":"crossref","first-page":"1548","DOI":"10.1109\/TPAMI.2010.231","article-title":"Graph regularized nonnegative matrix factorization for data representation","volume":"33","author":"cai","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref61","first-page":"982","article-title":"Factorized latent spaces with structured sparsity","author":"jia","year":"2010","journal-title":"Proc NIPS"},{"key":"ref28","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc NIPS"},{"key":"ref63","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"1233","DOI":"10.1109\/TNNLS.2014.2335234","article-title":"Partially shared latent factor learning with multiview data","volume":"26","author":"liu","year":"2015","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.10.2756"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1038\/14819"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2475625"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.860325"},{"key":"ref67","first-page":"28","article-title":"Learning from multiple partially observed views—An application to multilingual text categorization","author":"amini","year":"2009","journal-title":"Proc NIPS"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/424"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013838"},{"key":"ref1","first-page":"1366","article-title":"Joint multi-view representation learning and image tagging","author":"xue","year":"2016","journal-title":"Proc 13th AAAI Conf Artif Intell Tech Papers Mach Learn Appl"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939863"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2562670"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2894137"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2016.2515057"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2017.2668986"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.02.003"},{"key":"ref25","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","author":"lee","year":"2001","journal-title":"Proc NIPS"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2877660"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2017.2748240"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2873385"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271697"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2624140"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2852750"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2834567"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.08.095"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2019.2923857"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.107015"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2615469"},{"key":"ref40","article-title":"A survey of multi-view representation learning","author":"li","year":"2016","journal-title":"arXiv 1610 01206"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2874567"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2618765"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2690970"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2448542"},{"key":"ref15","first-page":"3438","article-title":"Multi-view matrix decomposition: A new scheme for exploring discriminative information","author":"deng","year":"2015","journal-title":"Proc IJCAI"},{"key":"ref16","first-page":"2222","article-title":"Multimodal learning with deep Boltzmann machines","author":"srivastava","year":"2012","journal-title":"Proc NIPS"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.389"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2669303"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883049"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2637881"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"3463","DOI":"10.1109\/TNNLS.2017.2728139","article-title":"Multiview privileged support vector machines","volume":"29","author":"tang","year":"2018","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2851444"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2786743"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.11"},{"key":"ref49","first-page":"689","article-title":"Multimodal deep learning","author":"ngiam","year":"2011","journal-title":"Proc ICML"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298932"},{"key":"ref46","first-page":"542","article-title":"Multi-view discriminative learning via joint non-negative matrix factorization","author":"zhang","year":"2018","journal-title":"Proc DASFAA"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2464090"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783338"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.142"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2828699"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553391"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-017-0766-5"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2842052"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/9346113\/09058997.pdf?arnumber=9058997","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:10Z","timestamp":1652194390000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9058997\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,2]]},"references-count":71,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2020.2979532","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,2]]}}}