{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T16:19:31Z","timestamp":1778948371484,"version":"3.51.4"},"reference-count":69,"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":"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"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tsp.2023.3349070","type":"journal-article","created":{"date-parts":[[2024,1,3]],"date-time":"2024-01-03T19:41:59Z","timestamp":1704310919000},"page":"521-534","source":"Crossref","is-referenced-by-count":5,"title":["OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0036-5160","authenticated-orcid":false,"given":"Thanh Trung","family":"Le","sequence":"first","affiliation":[{"name":"VNU University of Engineering and Technology, Hanoi, Vietnam"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2652-1923","authenticated-orcid":false,"given":"Karim","family":"Abed-Meraim","sequence":"additional","affiliation":[{"name":"PRISME, INSA CVL, University of Orléans, Orléans, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3103-994X","authenticated-orcid":false,"given":"Nguyen Linh","family":"Trung","sequence":"additional","affiliation":[{"name":"VNU University of Engineering and Technology, Hanoi, Vietnam"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3185-9996","authenticated-orcid":false,"given":"Adel","family":"Hafiane","sequence":"additional","affiliation":[{"name":"PRISME, INSA CVL, University of Orléans, Orléans, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/9780470575758.ch4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2826566"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2844126"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.21553\/rev-jec.270"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOS581"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.929662"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10959-010-0338-z"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1214\/07-AOS559"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1214\/08-aos600"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2009.0121"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2012.10.007"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOS664"},{"issue":"2","key":"ref13","first-page":"517","article-title":"Generalized power method for sparse principal component analysis","volume":"11","author":"Journ\u00e9e","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1097"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1178"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1214\/15-EJS1081"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2846588"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746546"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081439"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF44664.2019.9048883"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2020.107522"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/78.365290"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.850378"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2569471"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2016.7852242"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2017.02.003"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ITW.2016.7606821"},{"key":"ref28","first-page":"494","article-title":"Streaming sparse principal component analysis","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yang","year":"2015"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/97.841157"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2017.51"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1006\/dspr.1999.0348"},{"issue":"1","key":"ref32","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1023\/A:1014445221814","article-title":"On a class of orthonormal algorithms for principal and minor subspace tracking","volume":"31","author":"Abed-Meraim","year":"2002","journal-title":"J. VLSI Signal Process. Syst."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.909335"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2169406"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2863557"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247848"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2282910"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2876626"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3066795"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2924595"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2018.2872023"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.861072"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2016.11.011"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2006.1692539"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2010.2056414"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2021.108402"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2023.3289699"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10094931"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.7.1493"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2695457"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2004.836929"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.907884"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS752"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2009.0101"},{"key":"ref55","first-page":"1","article-title":"The noisy power method: A meta algorithm with applications","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Hardt","year":"2014"},{"key":"ref56","first-page":"1","article-title":"Deflation methods for sparse PCA","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"21","author":"Mackey","year":"2008"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2020.104212"},{"issue":"4","key":"ref58","first-page":"899","article-title":"Truncated power method for sparse eigenvalue problems","volume":"14","author":"Yuan","year":"2013","journal-title":"J. Mach. Learn. Res."},{"issue":"1","key":"ref59","first-page":"4913","article-title":"Sparse PCA via covariance thresholding","volume":"17","author":"Deshpande","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOS1369"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOS1310"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1151"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/97.823526"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/78.553469"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2015.04.025"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2017.01.006"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939763"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.11.030"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413554"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/10347386\/10379829.pdf?arnumber=10379829","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,19]],"date-time":"2024-01-19T18:16:20Z","timestamp":1705688180000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10379829\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":69,"URL":"https:\/\/doi.org\/10.1109\/tsp.2023.3349070","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}