{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T03:50:56Z","timestamp":1787716256325,"version":"build-2784847793"},"reference-count":87,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2015,6,1]],"date-time":"2015-06-01T00:00:00Z","timestamp":1433116800000},"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. Sel. Top. Signal Process."],"published-print":{"date-parts":[[2015,6]]},"DOI":"10.1109\/jstsp.2015.2400415","type":"journal-article","created":{"date-parts":[[2015,2,11]],"date-time":"2015-02-11T19:59:01Z","timestamp":1423684741000},"page":"586-600","source":"Crossref","is-referenced-by-count":164,"title":["Structured Data Fusion"],"prefix":"10.1109","volume":"9","author":[{"given":"Laurent","family":"Sorber","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marc","family":"Van Barel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lieven","family":"De Lathauwer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1002\/sapm19287139","article-title":"Multiple invariants and generalized rank of a p-way matrix or tensor","volume":"7","author":"hitchcock","year":"1927","journal-title":"J Math Phys"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1002\/sapm192761164"},{"key":"ref71","article-title":"Parallel algorithms for constrained tensor factorization via the alternating direction method of multipliers","volume":"abs 1409 2","author":"liavas","year":"2014","journal-title":"Comput Res Repos"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6853551"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289464"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1137\/060661685"},{"key":"ref74","first-page":"84","article-title":"Foundations of the PARAFAC procedure: Models and conditions for an ?explanatory? multi-modal factor analysis","volume":"16","author":"harshman","year":"1970","journal-title":"UCLA Working Papers in Phonetics"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3115\/1687878.1687914"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/BF02310791"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICACTE.2010.5579024"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1137\/070690729"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1137\/070690730"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1076034.1076080"},{"key":"ref32","article-title":"Scoup-SMT: Scalable coupled sparse matrix-tensor factorization","volume":"abs 1302 7","author":"papalexakis","year":"2013","journal-title":"Comput Res Repos"},{"key":"ref31","article-title":"All-at-once optimization for coupled matrix and tensor factorizations","author":"acar","year":"2011","journal-title":"Mining and Learning with Graphs"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"358","DOI":"10.1007\/978-3-540-87481-2_24","volume":"5212","author":"singh","year":"2008","journal-title":"Machine Learning and Knowledge Discovery in Databases"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.68"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v25i1.8090","article-title":"Heterogeneous transfer learning for image classification","author":"zhu","year":"2011","journal-title":"Proc 25th AAAI Conf Artificial Intelligence"},{"key":"ref35","article-title":"Relation regularized matrix factorization","author":"li","year":"2009","journal-title":"Proc Int Joint Artif Intell Conf"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277825"},{"key":"ref60","article-title":"Group nonnegative matrix factorization for EEG classification","author":"lee","year":"2009","journal-title":"Proc Int Conf Artif Intell Statist (AISTATS)"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2297439"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.112"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1037\/a0015914"},{"key":"ref64","author":"sorensen","year":"2013","journal-title":"?Coupled canonical polyadic decompositions and (coupled) decompositions in multilinear rank- terms?Part II Algorithms"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2008.09.031"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/SAM.2014.6882437"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CAMSAP.2013.6714049"},{"key":"ref29","article-title":"Multi-relational factorization models for predicting student performance","author":"thai-nghe","year":"2011","journal-title":"Proc KDD Workshop on Knowledge Discovery in Educational Data"},{"key":"ref67","author":"sorensen","year":"2014","journal-title":"?Multiple invariance ESPRIT A coupled matrix-tensor factorization approach ?"},{"key":"ref68","article-title":"Tensorlab v2.0","author":"sorber","year":"2014"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2329196"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2329429"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1137\/100805510"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.936725"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279962"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2021636"},{"key":"ref24","article-title":"Relation prediction in multi-relational domains using matrix factorization","author":"lippert","year":"2008","journal-title":"Proceedings of the NIPS 2008 Workshop Structured Input-Structured Output"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401969"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1021\/ac051080y"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2010.04.012"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.73"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/1099-128X(200005\/06)14:3<301::AID-CEM594>3.0.CO;2-H"},{"key":"ref59","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/LSP.2009.2027163","article-title":"Semi-supervised nonnegative matrix factorization","volume":"17","author":"lee","year":"2010","journal-title":"IEEE Signal Process Lett"},{"key":"ref58","article-title":"Matrix co-factorization on compressed sensing","author":"yoo","year":"2011","journal-title":"Proc 22nd Int Joint Conf Artif Intell"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557080"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5040-8"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0030098"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1142\/9789812776136_0027"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0028072"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143918"},{"key":"ref10","author":"sorensen","year":"2013","journal-title":"?Coupled tensor decompositions in array processing ?"},{"key":"ref11","author":"sorensen","year":"2013","journal-title":"?Double coupled CPD with applications ?"},{"key":"ref40","article-title":"A matrix factorization framework for jointly analyzing multiple nonnegative data","author":"gupta","year":"2011","journal-title":"Proc SIAM Int Conf Data Mining (SDM)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/130916084"},{"key":"ref13","author":"comon","year":"2010","journal-title":"Handbook of Blind Source Separation Independent Component Analysis and Applications"},{"key":"ref14","first-page":"1704","article-title":"PARAFAC-based blind identification of convolutive MIMO linear systems","volume":"15","author":"fernandes","year":"2009","journal-title":"Identification of Systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/78.554307"},{"key":"ref82","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0939-3","author":"remmert","year":"1991","journal-title":"Theory of Complex Functions"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.908929"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1137\/110832124"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1049\/el:20010698"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1137\/120868323"},{"key":"ref18","first-page":"321","article-title":"Relations between two sets of variates","volume":"28","author":"hotelling","year":"1936","journal-title":"Biom"},{"key":"ref83","author":"nocedal","year":"2006","journal-title":"Numerical Optimization"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289472"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1137\/090752286"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/0024-3795(77)90069-6"},{"key":"ref3","author":"debals","year":"2014","journal-title":"?Blind signal separation of rational functions using L\ufffdwner-based tensorization ?"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/120877234"},{"key":"ref5","first-page":"7","author":"kruskal","year":"1989","journal-title":"Rank Decomposition and Uniqueness for 3-Way and N-Way Arrays"},{"key":"ref8","author":"sorensen","year":"2013","journal-title":"?Coupled canonical polyadic decomposition?Part I Uniqueness ?"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2269903"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btq181"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1137\/120877258"},{"key":"ref86","author":"vannieuwenhoven","year":"2013","journal-title":"?The dense multiple-vector tensor-vector product An initial study"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref9","author":"sorensen","year":"2013","journal-title":"?Multidimensional harmonic retrieval via coupled canonical polyadic decompositions ?"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2012.17"},{"key":"ref45","article-title":"Collaborative filtering meets mobile recommendation: A user-centered approach","author":"zheng","year":"2010","journal-title":"Proc 24th AAAI Conf Artif Intell (AAAI-10)"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2010.5706537"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.5626\/JCSE.2011.5.3.257"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2039320.2039330"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1007\/978-3-642-05224-8_30","volume":"5828","author":"yoo","year":"2009","journal-title":"Advances in Machine Learning"},{"key":"ref44","first-page":"1","article-title":"Link prediction in heterogeneous data via generalized coupled tensor factorization","author":"ermi?","year":"2013","journal-title":"Data Min Knowl Disc"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124317"}],"container-title":["IEEE Journal of Selected Topics in Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4200690\/7105973\/07039240.pdf?arnumber=7039240","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,5]],"date-time":"2023-08-05T07:38:39Z","timestamp":1691221119000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7039240\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6]]},"references-count":87,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jstsp.2015.2400415","relation":{},"ISSN":["1932-4553","1941-0484"],"issn-type":[{"value":"1932-4553","type":"print"},{"value":"1941-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,6]]}}}