{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T07:57:38Z","timestamp":1791446258077,"version":"4.3.3"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2013,6,1]],"date-time":"2013-06-01T00:00:00Z","timestamp":1370044800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2013,6]]},"DOI":"10.1109\/tnnls.2013.2245341","type":"journal-article","created":{"date-parts":[[2013,3,11]],"date-time":"2013-03-11T18:03:28Z","timestamp":1363025008000},"page":"964-976","source":"Crossref","is-referenced-by-count":12,"title":["Exponential Family Factors for Bayesian Factor Analysis"],"prefix":"10.1109","volume":"24","author":[{"family":"Jun Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"family":"Dacheng Tao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"548","article-title":"AnalogySpace: Reducing the dimensionality of common sense knowledge","author":"speer","year":"2008","journal-title":"Proc 23rd AAAI Conf Artif Intell"},{"key":"ref38","first-page":"1","article-title":"Probabilistic matrix factorization","author":"salakhutdinov","year":"2008","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref33","first-page":"1","article-title":"Bayesian exponential family PCA","author":"mohamed","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref32","first-page":"1","article-title":"A generalization of principal component analysis to the exponential family","author":"collins","year":"2002","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3242-6"},{"key":"ref30","first-page":"185","article-title":"Sparse probabilistic principal component analysis","author":"guan","year":"2009","journal-title":"Proc Int Conf Artif Intell Stat"},{"key":"ref37","first-page":"1","article-title":"a collapsed variational bayesian inference algorithm for latent dirichlet allocation","author":"teh","year":"2006","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref36","author":"neal","year":"1993","journal-title":"Probabilistic inference using Markov chain Monte Carlo methods"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2234134"},{"key":"ref34","first-page":"453","article-title":"Simple exponential family PCA","author":"li","year":"2010","journal-title":"Proc Int Conf Artif Intell Stat"},{"key":"ref28","first-page":"1","article-title":"Separation of non-negative mixture of non-negative sources using a bayesian approach and MCMC sampling","volume":"13","author":"moussaoui","year":"2004","journal-title":"IEEE Trans Signal Process"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972788.18"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"540","DOI":"10.1007\/978-3-642-00599-2_68","article-title":"Bayesian non-negative matrix factorization","author":"schmidt","year":"2009","journal-title":"Proc Int Conf Independ Compon Anal Signal Separat"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316894","author":"basilevsky","year":"1994","journal-title":"Statistical Factor Analysis and Related Methods"},{"key":"ref1","author":"bartholomew","year":"1987","journal-title":"Latent Variable Models and Factor Analysis"},{"key":"ref20","first-page":"1561","article-title":"Nonnegative sparse PCA","author":"zass","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2009.2034852"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"1189","DOI":"10.1109\/TNN.2010.2049370","article-title":"Two conditions for equivalence of 0-norm solution and 1-norm solution in sparse representation","volume":"21","author":"li","year":"2010","journal-title":"IEEE Trans Neural Netw"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref23","first-page":"1","article-title":"EM algorithms for PCA and SPCA","author":"roweis","year":"1997","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/jmlr.2003.3.4-5.993"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312649"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273519"},{"key":"ref11","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","author":"lee","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref40","first-page":"1","article-title":"Modelling relational data using Bayesian clustered tensor factorization","author":"sutskever","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1109\/TPAMI.2008.70","article-title":"Geometric mean for subspace selection","volume":"31","author":"tao","year":"2009","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref13","first-page":"281","article-title":"Efficient non-negative matrix factorization with random projections","author":"wang","year":"2010","journal-title":"Proc 10th SIAM Int Conf Data Mining"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2105496"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/757584614"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/757584395"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-010-0182-x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.189"},{"key":"ref4","author":"jolliffe","year":"2002","journal-title":"Principal Component Analysis"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1037\/h0071325"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00026-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1821","DOI":"10.1109\/TNN.2008.2004963","article-title":"Matrix-variate factor analysis and its applications","volume":"19","author":"xie","year":"2008","journal-title":"IEEE Trans Neural Netw"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog1502_3"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.804287"},{"key":"ref9","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":"ref46","year":"2009","journal-title":"UCI Machine Learning Repository Data Sets"},{"key":"ref45","first-page":"1457","article-title":"Non-negative matrix factorization with sparseness constraints","volume":"5","author":"hoyer","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206594"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/34.291440"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.2307\/2291525"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.1201\/9780429258480","author":"gelman","year":"2003","journal-title":"Bayesian Data Analysis"},{"key":"ref44","first-page":"382","article-title":"Bayesian PCA","author":"bishop","year":"1999","journal-title":"Proc Adv Neural Inf Process Syst Conf"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2010.05.020"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/6494635\/06477146.pdf?arnumber=6477146","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,29]],"date-time":"2021-11-29T20:50:37Z","timestamp":1638219037000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6477146\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,6]]},"references-count":49,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2013.2245341","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,6]]}}}