{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T09:05:58Z","timestamp":1768295158741,"version":"3.49.0"},"reference-count":80,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100005416","name":"Norges Forskningsr\u00e5d","doi-asserted-by":"publisher","award":["project#300489 (IKTPLUSS)"],"award-info":[{"award-number":["project#300489 (IKTPLUSS)"]}],"id":[{"id":"10.13039\/501100005416","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Signal Process."],"published-print":{"date-parts":[[2021,4]]},"DOI":"10.1109\/jstsp.2020.3045848","type":"journal-article","created":{"date-parts":[[2020,12,18]],"date-time":"2020-12-18T21:24:21Z","timestamp":1608326661000},"page":"506-521","source":"Crossref","is-referenced-by-count":26,"title":["A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings"],"prefix":"10.1109","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6234-7569","authenticated-orcid":false,"given":"Carla","family":"Schenker","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8319-8566","authenticated-orcid":false,"given":"Jeremy E.","family":"Cohen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3737-292X","authenticated-orcid":false,"given":"Evrim","family":"Acar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-013-0701-9"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.409"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-409547-2.14609-8"},{"key":"ref70","author":"vervliet","year":"2018","journal-title":"Numerical Optimization Based Algorithms For Data Fusion"},{"key":"ref76","article-title":"Hyperspectral unmixing: Ground truth labeling, datasets, benchmark performances and survey","author":"zhu","year":"2017","journal-title":"arXiv 1708 05125"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1348\/000711010X513263"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2009.5289072"},{"key":"ref39","article-title":"An optimization framework for regularized linearly coupled matrix-tensor factorization","author":"schenker","year":"0","journal-title":"Proc EUSIPCO"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2010.5594963"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1002\/cem.3197"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1002\/nla.2297"},{"key":"ref33","first-page":"119","article-title":"Joint decompositions with flexible couplings","author":"farias","year":"0","journal-title":"Proceedings of LVA\/ICA"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2008.09.031"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.21236\/ADA486804"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1137\/18M1203626","article-title":"Generalized canonical polyadic tensor decomposition","volume":"62","author":"hong","year":"2020","journal-title":"SIAM Rev"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2576427"},{"key":"ref36","first-page":"2151","article-title":"Generalised coupled tensor factorisation","author":"yilmaz","year":"0","journal-title":"Proc NIPS&#x2019;11"},{"key":"ref35","article-title":"Tensorlab v3. 0","author":"vervliet","year":"2016"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2018.8508739"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.2172\/1011706"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2007.367106"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1137\/110859063"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1587\/transfun.E92.A.708"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2012.17"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-15-239"},{"key":"ref27","first-page":"111","article-title":"A flexible modeling framework for coupled matrix and tensor factorizations","author":"acar","year":"0","journal-title":"Proc EUSIPCO"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2543461"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2014.2354892"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(02)00059-2"},{"key":"ref67","article-title":"MATLAB tensor toolbox version 3.1","author":"bader","year":"2019"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00256"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2004.11.013"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2438719"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2010.04.012"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-12-448"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34487-9_11"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-016-5563-y"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2576425"},{"key":"ref23","first-page":"1","article-title":"Optimal weight learning for coupled tensor factorization with mixed divergences","author":"simsekli","year":"0","journal-title":"Proc EUSIPCO"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2876362"},{"key":"ref25","first-page":"867","article-title":"Tendi: Tensor disaggregation from multiple coarse views","author":"almutairi","year":"0","journal-title":"Proc PAKDD"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2454476"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783395"},{"key":"ref59","article-title":"L-BFGS-B c code with matlab wrapper","author":"becker","year":"2019"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1137\/0916069"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2016.7498292"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1137\/140956865"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973440.13"},{"key":"ref54","article-title":"AO-ADMM code for coupled matrix and tensor factorizations","author":"schenker","year":"2020"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.608"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271775"},{"key":"ref10","first-page":"26","article-title":"Flexible data fusion of EEG-fMRI: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization","author":"van eyndhoven","year":"0","journal-title":"Proc 25th Eur Sig Process Conf (EUSIPCO)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2018.8553077"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00416"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7319999"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1021\/acs.analchem.8b02863"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/sapm192761164"},{"key":"ref16","first-page":"1","article-title":"Foundations of the PARAFAC procedure: Models and conditions for an &#x2018;explanatory&#x2019; multi-modal factor analysis","volume":"16","author":"harshman","year":"1970","journal-title":"UCLA Work Papers Phonetics"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/BF02310791"},{"key":"ref18","article-title":"All-at-once optimization for coupled matrix and tensor factorizations","author":"acar","year":"0","journal-title":"Proc KDD Workshop Mining Learn Graphs"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2010.5495305"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053849"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2460697"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2015.2400415"},{"key":"ref6","first-page":"236","article-title":"Collaborative filtering meets mobile recommendation: A user-centered approach","author":"zheng","year":"0","journal-title":"Proc AAAI&#x2019;10 24th Conf Artif Intell"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557080"},{"key":"ref8","first-page":"71","article-title":"Tensorcast: Forecasting with context using coupled tensors","author":"araujo","year":"0","journal-title":"Proc ICDM&#x2019;17"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-013-0341-y"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854796"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973440.14"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2469642"},{"key":"ref45","article-title":"A unified convergence analysis of block successive minimization methods for nonsmooth optimization","volume":"23","author":"razaviyayn","year":"2012","journal-title":"SIAM J Optim"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.04-08-771"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2017.20"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974997"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.24033\/bsmf.1625"},{"key":"ref44","author":"bertsekas","year":"1999","journal-title":"Nonlinear Programming"},{"key":"ref43","article-title":"The proximity operator repository. User's guide","year":"0"}],"container-title":["IEEE Journal of Selected Topics in Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4200690\/9393360\/09298877.pdf?arnumber=9298877","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:52:44Z","timestamp":1652194364000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9298877\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4]]},"references-count":80,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/jstsp.2020.3045848","relation":{},"ISSN":["1932-4553","1941-0484"],"issn-type":[{"value":"1932-4553","type":"print"},{"value":"1941-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4]]}}}