{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T13:28:34Z","timestamp":1765546114872,"version":"3.37.3"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1447788","IIS-1247632"],"award-info":[{"award-number":["IIS-1447788","IIS-1247632"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2017,1,1]]},"DOI":"10.1109\/tsp.2016.2614491","type":"journal-article","created":{"date-parts":[[2016,9,29]],"date-time":"2016-09-29T18:21:03Z","timestamp":1475173263000},"page":"256-269","source":"Crossref","is-referenced-by-count":40,"title":["Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering"],"prefix":"10.1109","volume":"65","author":[{"given":"Bo","family":"Yang","sequence":"first","affiliation":[]},{"given":"Xiao","family":"Fu","sequence":"additional","affiliation":[]},{"given":"Nicholas D.","family":"Sidiropoulos","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1028905973"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.835299"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1004678431677"},{"article-title":"A flexible and efficient algorithmic framework for constrained matrix and tensor factorization","year":"2015","author":"huang","key":"ref32"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/120887795"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/1099-128X(200005\/06)14:3<229::AID-CEM587>3.0.CO;2-N"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref35","first-page":"49","article-title":"Similarity measures for text document clustering","author":"huang","year":"2008","journal-title":"Proc New Zealand Comput Sci Res Student Conf"},{"key":"ref34","first-page":"58","article-title":"Impact of similarity measures on web-page clustering","author":"strehl","year":"0","journal-title":"Proc Workshop Artif Intell Web Search"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312649"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2279731"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/0024-3795(77)90069-6"},{"key":"ref2","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":"ref1","first-page":"173","article-title":"Joint factor analysis and latent clustering","author":"yang","year":"0","journal-title":"Proc IEEE 6th Int Workshop Comput Adv Multi-Sensor Adaptive Process"},{"key":"ref20","article-title":"Foundations of the parafac procedure: Models and conditions for an &#x201C;explanatory&#x201D; multi-modal factor analysis","volume":"16","author":"harshman","year":"1970","journal-title":"UCLA Working Papers in Phonetics"},{"key":"ref22","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1","author":"macqueen","year":"0","journal-title":"Proc 5th Berkeley Symp Math Statist Probab"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.939739"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2602800"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2296172"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2025802"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2009.5289072"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.10"},{"key":"ref53","article-title":"Temporal analysis of social networks using three-way dedicom","volume":"119","author":"bader","year":"2006"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/860435.860485"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2285514"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2225052"},{"key":"ref40","first-page":"663","article-title":"Robust subspace segmentation by low-rank representation","author":"liu","year":"0","journal-title":"Proc 26th Int Conf Mach Learn"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1099-128X(199807\/08)12:4<223::AID-CEM511>3.3.CO;2-U"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.01.022"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.165"},{"key":"ref15","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":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-51175-2_24"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(00)00064-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.35"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2404577"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2011.80"},{"key":"ref3","article-title":"The why and how of nonnegative matrix factorization","volume":"12","author":"gillis","year":"2014","journal-title":"Regularization Optimization Kernels and Support Vector Machines"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CAMSAP.2015.7383744"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2743060"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2015.7113355"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487619"},{"key":"ref49","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume":"2","author":"ng","year":"2002","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref9","first-page":"1141","article-title":"When does non-negative matrix factorization give a correct decomposition into parts?","author":"donoho","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref46","first-page":"1249","article-title":"Robust near-separable nonnegative matrix factorization using linear optimization","volume":"15","author":"gillis","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1137\/110821172"},{"key":"ref48","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809071","volume":"1","author":"manning","year":"2008","journal-title":"Introduction to Information Retrieval"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1008992.1009029"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.79"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1137\/110834524"},{"journal-title":"Nonlinear Programming","year":"1999","author":"bertsekas","key":"ref43"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/78\/7723947\/7579562-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/7723947\/07579562.pdf?arnumber=7579562","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:49:01Z","timestamp":1649443741000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7579562\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1,1]]},"references-count":53,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2016.2614491","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"type":"print","value":"1053-587X"},{"type":"electronic","value":"1941-0476"}],"subject":[],"published":{"date-parts":[[2017,1,1]]}}}