{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T22:05:02Z","timestamp":1740175502579,"version":"3.37.3"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"GRAPHSIP","award":["ANR-14-CE27-0001"],"award-info":[{"award-number":["ANR-14-CE27-0001"]}]},{"name":"ACADEMICS grant of the IDEXLYON, project of the Université de Lyon"},{"name":"PIA","award":["ANR-16-IDEX-0005"],"award-info":[{"award-number":["ANR-16-IDEX-0005"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Signal and Inf. Process. over Networks"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/tsipn.2020.2984853","type":"journal-article","created":{"date-parts":[[2020,4,3]],"date-time":"2020-04-03T20:33:32Z","timestamp":1585946012000},"page":"316-328","source":"Crossref","is-referenced-by-count":5,"title":["Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5833-4255","authenticated-orcid":false,"given":"Gaetan","family":"Frusque","sequence":"first","affiliation":[]},{"given":"Julien","family":"Jung","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4536-8354","authenticated-orcid":false,"given":"Pierre","family":"Borgnat","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1781-6159","authenticated-orcid":false,"given":"Paulo","family":"Goncalves","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/03081087.2017.1391743"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479898346995"},{"key":"ref33","article-title":"High quality high spatial resolution functional classification in low dose dynamic CT perfusion using singular value decomposition (SVD) and k-means clustering","author":"pisana","year":"0","journal-title":"Proc Med Imag Phys Med Imag"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-018-0519-9"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/0-306-47815-3_5"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1385\/1-59259-364-X:159"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2018.2841377"},{"key":"ref36","first-page":"507","article-title":"Tensor decompositions: a new concept in brain data analysis","volume":"47","author":"cichocki","year":"2011","journal-title":"J Control Measurement and System Integration (SICE)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973105.103"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2013.03.005"},{"key":"ref60","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","author":"lee","year":"0","journal-title":"Proc Advances in Neural Inf Process Syst"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(97)00032-4"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1201\/b15410"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1002\/cem.1244"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015408"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383405"},{"article-title":"K-means clustering is matrix factorization","year":"0","author":"bauckhage","key":"ref27"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICACSIS.2015.7415168"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucli.2017.12.001"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1159\/000064595"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1501242112"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.22175"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23430"},{"key":"ref24","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume":"96","author":"ester","year":"0","journal-title":"Proc Knowl Discovery Data Mining"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.11591\/ijeecs.v5.i2.pp410-415"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/NETN_a_00001"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1126\/science.1136800"},{"key":"ref50","first-page":"19","article-title":"Online learning for matrix factorization and sparse coding","volume":"11","author":"mairal","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2013.858632"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316402276"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awg144"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/BF01908075"},{"key":"ref56","first-page":"1027","article-title":"k-means++: The advantages of careful seeding","author":"arthur","year":"0","journal-title":"Proc 18th Annu ACM-SIAM Symp Discrete Algorithms"},{"article-title":"SPAMS: A SPArse Modeling Software, v2. 3","year":"2014","author":"mairal","key":"ref55"},{"key":"ref54","article-title":"Matlab tensor toolbox version 2.5","volume":"7","author":"bader","year":"2012"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(00)00071-X"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1006\/dspr.2000.0371"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2690524"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2016.2553960"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479896305696"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2009.11.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2016.09.002"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1561\/0100000067"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0907096106"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.83.016107"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1004608"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2005.1615390"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.89.032804"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.pneurobio.2014.06.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2018.8646609"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.22"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2698369"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1137\/060655936"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2298533"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.11-06-407"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1137\/070690729"},{"key":"ref48","first-page":"27","article-title":"Sparse higher-order principal components analysis","author":"allen","year":"0","journal-title":"Proc Artif Intell Statist"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2297381"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23821"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2017.2668146"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1117\/12.2529595"},{"article-title":"Convex sparse matrix factorizations","year":"2008","author":"bach","key":"ref43"}],"container-title":["IEEE Transactions on Signal and Information Processing over Networks"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6884276\/8949869\/09056490.pdf?arnumber=9056490","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T17:32:31Z","timestamp":1651080751000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9056490\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/tsipn.2020.2984853","relation":{},"ISSN":["2373-776X","2373-7778"],"issn-type":[{"type":"electronic","value":"2373-776X"},{"type":"electronic","value":"2373-7778"}],"subject":[],"published":{"date-parts":[[2020]]}}}