{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T17:56:22Z","timestamp":1775584582316,"version":"3.50.1"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["ECCS-2040536"],"award-info":[{"award-number":["ECCS-2040536"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-2308473"],"award-info":[{"award-number":["CCF-2308473"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tsp.2024.3395897","type":"journal-article","created":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T17:35:37Z","timestamp":1714584937000},"page":"3363-3379","source":"Crossref","is-referenced-by-count":2,"title":["Learning Sparse High-Dimensional Matrix-Valued Graphical Models From Dependent Data"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0220-2453","authenticated-orcid":false,"given":"Jitendra K.","family":"Tugnait","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198522195.001.0001"},{"key":"ref2","volume-title":"High-Dimensional Statist.: A Non-Asymptotic Viewpoint","author":"Wainwright","year":"2019"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000000281"},{"issue":"15","key":"ref4","first-page":"485","article-title":"Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data","volume":"9","author":"Banerjee","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxm045"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s001840000055"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2015.2425434"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2018.8645324"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2022.108539"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2012.2231551"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2015.2491678"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LCSYS.2018.2845943"},{"key":"ref13","first-page":"2671","article-title":"Topology selection in graphical models of autoregressive processes","volume":"11","author":"Songsiri","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2020.2970409"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2021.3137157"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOS1315"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2012.706133"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2240157"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12278"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.5705\/ss.202017.0076"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12339"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2907679"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2384201"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1187"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2012.01.005"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2014.03.007"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2021.1938086"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.907834"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9939-1962-0133816-6"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898719918.ch9"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1214\/07-BA204"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asp049"},{"key":"ref33","article-title":"Online graph topology learning from matrix-valued time series","author":"Jiang","year":"2021"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2022.110518"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2018.2845662"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2020.109053"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2020.07.015"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511815911"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SSP53291.2023.10208070"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3057699"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1214\/08-EJS176"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1201\/9780203749289"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2935898"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.2307\/2530198"},{"key":"ref45","article-title":"A note on the group lasso and a sparse group lasso","author":"Friedman","year":"2010"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2012.681250"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s00186-007-0161-1"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1561\/9781601984616"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.2017.0457"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/atmos6081243"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOAS215"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747446"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/78\/10347386\/10517298-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/10347386\/10517298.pdf?arnumber=10517298","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T20:18:31Z","timestamp":1722457111000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10517298\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/tsp.2024.3395897","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}