{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:42:20Z","timestamp":1761648140088,"version":"3.40.4"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2014,3,1]],"date-time":"2014-03-01T00:00:00Z","timestamp":1393632000000},"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 J. Emerg. Sel. Topics Circuits Syst."],"published-print":{"date-parts":[[2014,3]]},"DOI":"10.1109\/jetcas.2014.2298290","type":"journal-article","created":{"date-parts":[[2014,1,31]],"date-time":"2014-01-31T17:53:36Z","timestamp":1391190816000},"page":"153-164","source":"Crossref","is-referenced-by-count":29,"title":["Nonnegative Matrix Factorization With Regularizations"],"prefix":"10.1109","volume":"4","author":[{"given":"Weiya","family":"Ren","sequence":"first","affiliation":[]},{"given":"Guohui","family":"Li","sequence":"additional","affiliation":[]},{"given":"Dan","family":"Tu","sequence":"additional","affiliation":[]},{"given":"Li","family":"Jia","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","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":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.09.002"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2105496"},{"journal-title":"Sparse Nonnegative Matrix Factorization for Clustering","year":"2008","author":"kim","key":"ref32"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1006\/hmat.2000.2289"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2157359"},{"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","article-title":"Convergence analysis of graph regularized non-negative matrix factorization","author":"yang","year":"0","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288001"},{"key":"ref10","first-page":"341","article-title":"Low-rank kernel learning with Bregman matrix divergences","volume":"10","author":"kulis","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref40","first-page":"1495","article-title":"Sparse non-negatice matrix factorization via alternating non-negativity constrained least aquares for microarray data analysis","volume":"23","author":"kim","year":"2007","journal-title":"SIAM J Matrix Anal Appl"},{"key":"ref11","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":"ref12","first-page":"629","article-title":"Algorithms for non-negative matrix factorization","volume":"13","author":"lee","year":"2001","journal-title":"Proc Conf Neural Inf Process Syst"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390302"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273523"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247939"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.ne.19.030196.003045"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/4.5.509"},{"journal-title":"Dimensionality reduction A comparative review","year":"2009","author":"maaten","key":"ref18"},{"key":"ref19","first-page":"361","article-title":"Estimation with quadratic loss","volume":"1","author":"james","year":"1961","journal-title":"Proc Berkeley Symp Math Stat Probabil"},{"key":"ref4","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":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2190406"},{"journal-title":"Matching Theory","year":"1986","author":"lovasz","key":"ref3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74494-8_22"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/860435.860485"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.217"},{"key":"ref29","first-page":"575","article-title":"Nonnegative matrix factorization clustering on multiple manifolds","author":"shen","year":"2010","journal-title":"Proc 24th AAAI Conf Artif Intell"},{"journal-title":"Principal Component Analysis","year":"1989","author":"jolliffe","key":"ref8"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","article-title":"Maximum likelihood from incomplete data via the em algorithm","volume":"39","author":"dempster","year":"1977","journal-title":"J R Stat Soc Ser B (Methodol )"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.57"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/860435.860485"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1561\/2200000019"},{"key":"ref20","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from examples","volume":"7","author":"belkin","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref21","first-page":"585","volume":"14","author":"belkin","year":"2001","journal-title":"Advances in neural information processing systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.895831"},{"journal-title":"Semi-supervised learning literature survey","year":"2007","author":"zhu","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.149"},{"key":"ref25","first-page":"57","article-title":"Semi-supervised classification by low density separation","author":"chapelle","year":"2005","journal-title":"Proc 10th Int Workshop Artif Intell Stat"}],"container-title":["IEEE Journal on Emerging and Selected Topics in Circuits and Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5503868\/6759763\/06722969.pdf?arnumber=6722969","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T18:40:35Z","timestamp":1746124835000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6722969\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,3]]},"references-count":40,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jetcas.2014.2298290","relation":{},"ISSN":["2156-3357","2156-3365"],"issn-type":[{"type":"print","value":"2156-3357"},{"type":"electronic","value":"2156-3365"}],"subject":[],"published":{"date-parts":[[2014,3]]}}}