{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T21:28:12Z","timestamp":1775683692831,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"15","license":[{"start":{"date-parts":[[2015,8,1]],"date-time":"2015-08-01T00:00:00Z","timestamp":1438387200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"European Union (European Social Fund ESF)"},{"name":"Greek national funds"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1109\/tsp.2015.2430840","type":"journal-article","created":{"date-parts":[[2015,5,7]],"date-time":"2015-05-07T18:38:44Z","timestamp":1431023924000},"page":"3872-3887","source":"Crossref","is-referenced-by-count":36,"title":["Robust Linear Regression Analysis\u2014 A Greedy Approach"],"prefix":"10.1109","volume":"63","author":[{"given":"George","family":"Papageorgiou","sequence":"first","affiliation":[]},{"given":"Pantelis","family":"Bouboulis","sequence":"additional","affiliation":[]},{"given":"Sergios","family":"Theodoridis","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","DOI":"10.1016\/S0024-3795(98)10032-0","volume":"284","author":"lobo","year":"1998","journal-title":"Linear Algebra and its Applications"},{"key":"ref38","first-page":"42","article-title":"On the numerical integration of <ref_formula><tex Notation=\"TeX\">$^{\\wedge}2{\\rm ux}^{\\wedge}2+^{\\wedge}2{\\rm uy}^{\\wedge}2={\\rm ut}$<\/tex><\/ref_formula> by implicit methods","volume":"3","author":"douglas","year":"1955","journal-title":"J Soc Indust Appl Math"},{"key":"ref33","first-page":"969","article-title":"Robust greedy algorithms for compressed sensing","author":"razavi","year":"2012","journal-title":"Proc 20th Eur Signal Process Conf (EUSIPCO)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539861"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2181837"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2010.5495826"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1137\/0103003"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref35","article-title":"Alternating direction method of multipliers","author":"boyd","year":"2011","journal-title":"Talk at NIPS Workshop on Optimization and Machine Learning"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2004.834793"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177692459"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2307\/2289995"},{"key":"ref12","author":"leroy","year":"1987","journal-title":"Robust Regression and Outlier Detection"},{"key":"ref13","volume":"589","author":"rousseeuw","year":"2005","journal-title":"Robust Regression and Outlier Detection"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/358669.358692"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1002\/0470010940","author":"maronna","year":"2006","journal-title":"Robust Statistics"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/0471725250.scard"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827596304010"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20124"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the Lasso","author":"tibshirani","year":"1996","journal-title":"J Roy Statist Soc Series B (Methodol )"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.858979"},{"key":"ref4","volume":"3","author":"barnett","year":"1994","journal-title":"Outliers in Statistical Data"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2008.07.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-3994-4"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/335191.335437"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1214\/13-EJS815"},{"key":"ref5","author":"moore","year":"1989","journal-title":"Introduction to the Practice of Statistics"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/IDEAS.2003.1214910","article-title":"Modeling and efficient mining of intentional knowledge of outliers","author":"chen","year":"2003","journal-title":"Proc 7th IEEE Int Database Eng Appl Symp"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1007\/3-540-47887-6_53","author":"tang","year":"2002","journal-title":"Advances in Knowledge Discovery and Data Mining"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2307\/1266761"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-005-0233-6"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729747"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.21391"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.860430"},{"key":"ref22","author":"theodoridis","year":"2015","journal-title":"Machine Learning A Bayesian and Optimization Perspective"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831016"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/BF02678430"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1162\/15324430152748236"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2007.909108"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2229992"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2010.2042412"},{"key":"ref43","first-page":"220","article-title":"Comparison of orthogonal matching pursuit implementations","author":"sturm","year":"2012","journal-title":"Proc 20th IEEE Eur Signal Process Conf (EUSIPCO)"},{"key":"ref25","author":"mallat","year":"2008","journal-title":"A Wavelet Tour of Signal Processing The Sparse Way"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/78\/7123020\/07103370.pdf?arnumber=7103370","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T21:23:30Z","timestamp":1717881810000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7103370\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8]]},"references-count":45,"journal-issue":{"issue":"15"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2015.2430840","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,8]]}}}