{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T12:32:58Z","timestamp":1772022778122,"version":"3.50.1"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2018,3,1]],"date-time":"2018-03-01T00:00:00Z","timestamp":1519862400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,3,1]],"date-time":"2018-03-01T00:00:00Z","timestamp":1519862400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,3,1]],"date-time":"2018-03-01T00:00:00Z","timestamp":1519862400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,3,1]],"date-time":"2018-03-01T00:00:00Z","timestamp":1519862400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"US National Science Foundation","award":["OAC-1642385"],"award-info":[{"award-number":["OAC-1642385"]}]},{"name":"Laboratory Director\u2019s Research and Development fund"},{"name":"Office of Science of the U.S. Department of Energy"},{"DOI":"10.13039\/100000181","name":"AFOSR","doi-asserted-by":"crossref","award":["FA9550-13-1-0100"],"award-info":[{"award-number":["FA9550-13-1-0100"]}],"id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"crossref"}]},{"name":"US National Science Foundation (NSF)","award":["IIS-1348152"],"award-info":[{"award-number":["IIS-1348152"]}]},{"name":"US National Science Foundation (NSF)","award":["ACI-1338745"],"award-info":[{"award-number":["ACI-1338745"]}]},{"name":"US National Science Foundation (NSF)","award":["ACI-1642385"],"award-info":[{"award-number":["ACI-1642385"]}]},{"name":"Defense Advanced Research Projects Agency (DARPA) XDATA","award":["FA8750-12-2-0309"],"award-info":[{"award-number":["FA8750-12-2-0309"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2018,3,1]]},"DOI":"10.1109\/tkde.2017.2767592","type":"journal-article","created":{"date-parts":[[2017,10,30]],"date-time":"2017-10-30T18:09:33Z","timestamp":1509386973000},"page":"544-558","source":"Crossref","is-referenced-by-count":35,"title":["MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5852-4806","authenticated-orcid":false,"given":"Ramakrishnan","family":"Kannan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1557-8027","authenticated-orcid":false,"given":"Grey","family":"Ballard","sequence":"additional","affiliation":[]},{"given":"Haesun","family":"Park","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988752"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2008.12.006"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2190406"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854796"},{"key":"ref31","article-title":"NMF-mGPU: Non-negative matrix factorization on multi-GPU systems","volume":"16","author":"mej","year":"2015","journal-title":"BMC Bioinf"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2627373.2627380"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2807591.2807624"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2755573.2755613"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2013.80"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1587\/transfun.E92.A.708"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-013-0035-4"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2049662.2049663"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-007-0602-6_13"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/110821172"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020426"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.51"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/120887795"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2576427"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2851141.2851152"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1177\/1094342005051521"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.1206"},{"key":"ref28","first-page":"10","article-title":"Spark: Cluster computing with working sets","author":"zaharia","year":"2010","journal-title":"Proc 2nd USENIX Conf Hot Topics Cloud Comput"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2014.05.108"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772760"},{"key":"ref3","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":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btm134"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2015.03.002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2016.11.001"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.10"},{"key":"ref7","author":"cichocki","year":"2009","journal-title":"Nonnegative Matrix and Tensor Factorizations Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation"},{"key":"ref2","first-page":"452","article-title":"Text mining using\n nonnegative matrix factorizations","author":"pauca","year":"2004","journal-title":"Proc SIAM Int Conf Data Mining"},{"key":"ref9","first-page":"1","article-title":"SymNMF:\n Nonnegative low-rank approximation of a similarity matrix for graph clustering","author":"kuang","year":"2013","journal-title":"J Global Optimization"},{"key":"ref1","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","author":"seung","year":"2001","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref46","first-page":"1786","article-title":"Anchor-free correlated topic modeling: Identifiability and algorithm","author":"huang","year":"2016","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.14778\/2212351.2212354"},{"key":"ref45","first-page":"945","article-title":"Scalable methods for nonnegative matrix\n factorizations of near-separable tall-and-skinny matrices","author":"benson","year":"2014","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2610518"},{"key":"ref21","article-title":"MLlib: Machine learning in apache spark","author":"meng","year":"2015"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3115\/1118108.1118117"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.gpb.2013.06.001"},{"key":"ref41","article-title":"Stack exchange.","author":"inc","year":"0"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.14778\/2732967.2732973"},{"key":"ref44","article-title":"Openblas.","author":"xianyi","year":"0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44845-8_22"},{"key":"ref43","article-title":"Armadillo: An open source C++ linear algebra library for fast\n prototyping and computationally intensive experiments","author":"sanderson","year":"2010"},{"key":"ref25","first-page":"109","article-title":"Flexi-FaCT: Scalable flexible factorization of coupled tensors on Hadoop","author":"faloutsos","year":"2014","journal-title":"Proc SIAM Int Conf Data Mining"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/69\/8280528\/8089433-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/8280528\/08089433.pdf?arnumber=8089433","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:49:06Z","timestamp":1649443746000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8089433\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,1]]},"references-count":46,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2017.2767592","relation":{},"ISSN":["1041-4347"],"issn-type":[{"value":"1041-4347","type":"print"}],"subject":[],"published":{"date-parts":[[2018,3,1]]}}}