{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:27:25Z","timestamp":1759332445627,"version":"3.38.0"},"reference-count":26,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010,12]]},"DOI":"10.1109\/cdc.2010.5717169","type":"proceedings-article","created":{"date-parts":[[2011,2,22]],"date-time":"2011-02-22T17:37:42Z","timestamp":1298396262000},"page":"2942-2947","source":"Crossref","is-referenced-by-count":7,"title":["Nonparametric sparse estimators for identification of large scale linear systems"],"prefix":"10.1109","author":[{"given":"Alessandro","family":"Chiuso","sequence":"first","affiliation":[]},{"given":"Gianluigi","family":"Pillonetto","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the LASSO","volume":"58","author":"tibshirani","year":"1996","journal-title":"Journal of the Royal Statistical Society Series B"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"efron","year":"2004","journal-title":"Annals of Statistics"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"article-title":"Applied Linear Regression","year":"0","author":"weisberg","key":"ref13"},{"article-title":"The Elements of Statistical Learning","year":"2003","author":"hastie","key":"ref14"},{"key":"ref15","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"Journal of Machine Learning Research"},{"article-title":"Adaptive regression and model selection in data mining problems","year":"1999","author":"bakin","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1198\/016214501753382273"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000001523"},{"key":"ref19","first-page":"465","article-title":"[Least Angle Regression]: Discussion","volume":"32","author":"madigan","year":"2004","journal-title":"Annals of Statistics"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-0465-4"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"1629","DOI":"10.1016\/j.automatica.2004.04.015","article-title":"Data driven local coordinates for multivariable linear systems and their application to system identification","volume":"40","author":"mckelvey","year":"2004","journal-title":"Automatica"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2006.12.009"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1016\/j.automatica.2004.11.012","article-title":"Asymptotic properties of subspace estimators","volume":"41","author":"bauer","year":"2005","journal-title":"Automatica"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2007.12.004"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2007.00577.x"},{"article-title":"System Identification","year":"1989","author":"soderstrom","key":"ref2"},{"key":"ref9","article-title":"Toeplitz compressed sensing matrices with applications to sparse channel estimation","author":"haupt","year":"2008","journal-title":"Proc 42nd Annu Conf Information Sciences and Systems"},{"article-title":"System Identification – Theory For the User","year":"1999","author":"ljung","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2007.00591.x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.10.031"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970128"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2010.11.004"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1090\/S0273-0979-01-00923-5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jco.2004.09.002"}],"event":{"name":"2010 49th IEEE Conference on Decision and Control (CDC)","start":{"date-parts":[[2010,12,15]]},"location":"Atlanta, GA, USA","end":{"date-parts":[[2010,12,17]]}},"container-title":["49th IEEE Conference on Decision and Control (CDC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5707200\/5716927\/05717169.pdf?arnumber=5717169","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,2]],"date-time":"2025-03-02T22:24:53Z","timestamp":1740954293000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5717169\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,12]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/cdc.2010.5717169","relation":{},"subject":[],"published":{"date-parts":[[2010,12]]}}}