{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T12:48:08Z","timestamp":1768913288433,"version":"3.49.0"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2016,3,1]],"date-time":"2016-03-01T00:00:00Z","timestamp":1456790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Hong Kong, Macao and Taiwan Science and Technology Cooperation Program of China","award":["2013DFM10100"],"award-info":[{"award-number":["2013DFM10100"]}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"crossref","award":["61202347"],"award-info":[{"award-number":["61202347"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"crossref","award":["61272194"],"award-info":[{"award-number":["61272194"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"crossref","award":["61472051"],"award-info":[{"award-number":["61472051"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"crossref","award":["61401385"],"award-info":[{"award-number":["61401385"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"crossref","award":["61373086"],"award-info":[{"award-number":["61373086"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"U.S. NSF","award":["CMMI-1162482"],"award-info":[{"award-number":["CMMI-1162482"]}]},{"name":"Young Scientist Foundation of Chongqing","award":["cstc2014kjrc-qnrc40005"],"award-info":[{"award-number":["cstc2014kjrc-qnrc40005"]}]},{"name":"Young Scientist Foundation of Chongqing","award":["cstc2013kjrc-qnrc0079"],"award-info":[{"award-number":["cstc2013kjrc-qnrc0079"]}]},{"name":"Post-Doctoral Science Funded Project of Chongqing","award":["Xm2014043"],"award-info":[{"award-number":["Xm2014043"]}]},{"DOI":"10.13039\/501100002858","name":"China Post-Doctoral Science Foundation","doi-asserted-by":"publisher","award":["2014M562284"],"award-info":[{"award-number":["2014M562284"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["106112015CDJXY180005"],"award-info":[{"award-number":["106112015CDJXY180005"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["106112014CDJZR185503"],"award-info":[{"award-number":["106112014CDJZR185503"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100013286","name":"Specialized Research Fund for the Doctoral Program of Higher Education","doi-asserted-by":"crossref","award":["20120191120030"],"award-info":[{"award-number":["20120191120030"]}],"id":[{"id":"10.13039\/501100013286","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2016,3]]},"DOI":"10.1109\/tnnls.2015.2415257","type":"journal-article","created":{"date-parts":[[2015,5,22]],"date-time":"2015-05-22T14:44:58Z","timestamp":1432305898000},"page":"579-592","source":"Crossref","is-referenced-by-count":291,"title":["A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method"],"prefix":"10.1109","volume":"27","author":[{"given":"Xin","family":"Luo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"MengChu","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhuhong","family":"You","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunni","family":"Xia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qingsheng","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11464-012-0194-5"},{"key":"ref38","author":"cichocki","year":"2009","journal-title":"Nonnegative Matrix and Tensor Factorizations Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/env.3170050203"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"1273","DOI":"10.1109\/TII.2014.2308433","article-title":"An efficient non-negative matrix-factorization-based approach to collaborative filtering for recommender systems","volume":"10","author":"luo","year":"2014","journal-title":"IEEE Trans Ind Informat"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972801.18"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2008.12.004"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2197827"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.277"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.10.2756"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by non-negative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972764.58"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.165"},{"key":"ref29","first-page":"43","article-title":"Collaborative filtering via ensembles of matrix factorizations","author":"wu","year":"2007","journal-title":"Proc KDD Cup Workshop"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245121"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2505515.2505517"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.204"},{"key":"ref21","first-page":"1512","article-title":"Probabilistic matrix factorization with non-random missing data","author":"hern\u00e1ndez-lobato","year":"2014","journal-title":"Proc 31st Int Conf Mach Learn"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2012.2210409"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2199765"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2168996.2169003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2011.59"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-012-0371-6"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2014.2311922"},{"key":"ref58","doi-asserted-by":"crossref","first-page":"1091","DOI":"10.1109\/TNET.2009.2036437","article-title":"A performance modeling scheme for multistage switch networks with phase-type and bursty traffic","volume":"18","author":"yu","year":"2010","journal-title":"IEEE\/ACM Trans Netw"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2013.2238231"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/9781119036821.ch18"},{"key":"ref55","first-page":"35","article-title":"Cellphone Data and Applications","volume":"19","author":"shang","year":"2014","journal-title":"Int J Intell Control Syst"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2013.2259480"},{"key":"ref53","first-page":"1584","article-title":"An indexing network: Model and applications","volume":"44","author":"jiang","year":"2014","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2012.2188349"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1721654.1721677"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245126"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_5"},{"key":"ref12","first-page":"285","article-title":"Application of dimensionality reduction in recommender systems&#x2014;A case study","author":"sarwar","year":"2000","journal-title":"ACM WebKDD Web Mining for E-commerce Workshop"},{"key":"ref13","first-page":"623","article-title":"Scalable collaborative filtering approaches for large recommender systems","volume":"10","author":"tak\u00e1cs","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref15","first-page":"1257","article-title":"Probabilistic matrix factorization","volume":"20","author":"salakhutdinov","year":"2008","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1571941.1571979"},{"key":"ref17","first-page":"89","article-title":"Probabilistic models for incomplete multi-dimensional arrays","author":"chu","year":"2009","journal-title":"Proc 12th Int Conf Artif Intell Statist"},{"key":"ref18","first-page":"2056","article-title":"Collaborative filtering in a non-uniform world: Learning with the weighted trace norm","volume":"23","author":"srebro","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref19","first-page":"2105","article-title":"Collaborative Gaussian processes for preference learning","volume":"25","author":"houlsby","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2009.2027917"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2095882"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.7"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2013.2258677"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/srep02993"},{"key":"ref7","first-page":"43","article-title":"Empirical analysis of predictive algorithms for collaborative filtering","author":"breese","year":"1998","journal-title":"Proc 14th Conf Uncertainty Artif Intell"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011419012209"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-85820-3_8"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488511007015"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/3-540-45014-9_1","article-title":"Ensemble methods in machine learning","author":"dietterich","year":"2000","journal-title":"Proc 1st Int Workshop Multiple Classifier Syst"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1177\/0165551510386164"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963772"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961201"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/7407441\/7112169.pdf?arnumber=7112169","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:48:17Z","timestamp":1641988097000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7112169\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3]]},"references-count":59,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2015.2415257","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,3]]}}}