{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T23:14:56Z","timestamp":1779146096694,"version":"3.51.4"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","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":"National Basic Research Program (973 Program) of China","award":["2013CB329403"],"award-info":[{"award-number":["2013CB329403"]}]},{"name":"National Basic Research Program (973 Program) of China","award":["2012CB316301"],"award-info":[{"award-number":["2012CB316301"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61273023"],"award-info":[{"award-number":["61273023"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004826","name":"Natural Science Foundation of Beijing","doi-asserted-by":"crossref","award":["4132046"],"award-info":[{"award-number":["4132046"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Tsinghua National Laboratory for Information Science and Technology Cross-Discipline Foundation"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1109\/tnnls.2014.2377245","type":"journal-article","created":{"date-parts":[[2015,1,6]],"date-time":"2015-01-06T19:29:25Z","timestamp":1420572565000},"page":"1828-1833","source":"Crossref","is-referenced-by-count":20,"title":["Comparison of <inline-formula> <tex-math notation=\"LaTeX\">$\\ell _{1}$ <\/tex-math><\/inline-formula>-Norm SVR and Sparse Coding Algorithms for Linear Regression"],"prefix":"10.1109","volume":"26","author":[{"family":"Qingtian Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Xiaolin Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Bo Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","author":"bache","year":"2013","journal-title":"UCI Machine Learning Repository"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.880860"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/00207720802083018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/381607a0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.1993.342465"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827596304010"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/imanum\/20.3.389"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2005.1416408"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20132"},{"key":"ref16","first-page":"801","article-title":"Efficient sparse coding algorithms","volume":"19","author":"lee","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref17","first-page":"1849","article-title":"Fast $\\ell 1$ -minimization algorithms and an application in robust face recognition: A review","author":"yang","year":"2010","journal-title":"Proc Int Conf Image Process"},{"key":"ref18","first-page":"1794","article-title":"Linear spatial pyramid matching using sparse coding for image classification","author":"yang","year":"2009","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511543241"},{"key":"ref4","first-page":"640","article-title":"Prior knowledge in support vector kernels","author":"sch\u00f6lkopf","year":"1998","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1991.3.2.246"},{"key":"ref3","first-page":"47","article-title":"Incorporating invariances in support vector learning machines","author":"sch\u00f6lkopf","year":"1996","journal-title":"Proc Int Conf Artif Neural Netw"},{"key":"ref6","first-page":"285","article-title":"Support vector regression with ANOVA decomposition kernels","author":"stitson","year":"1999","journal-title":"Advances in Kernel Methods Support Vector Learning"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/72.80341"},{"key":"ref5","first-page":"999","article-title":"Predicting time series with support vector machines","author":"m\u00fcller","year":"1997","journal-title":"Proc Int Conf Artif Neural Netw"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-9617-8_2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/7.4.308"},{"key":"ref2","first-page":"821","article-title":"A note on one class of perceptrons","volume":"25","author":"vapnik","year":"1964","journal-title":"Autom Remote Control"},{"key":"ref9","first-page":"1517","article-title":"Exact 1-norm support vector machines via unconstrained convex differentiable minimization","volume":"7","author":"mangasarian","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref1","first-page":"774","article-title":"Pattern recognition using generalized portrait method","volume":"24","author":"vapnik","year":"1963","journal-title":"Autom Remote Control"},{"key":"ref20","first-page":"78","article-title":"Feature selection, $L_{1}$ vs. $L_{2}$ regularization, and rotational invariance","author":"ng","year":"2004","journal-title":"Proc 21st Int Conf Mach Learn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2007.12.009"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1023\/B:COAP.0000026884.66338.df"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/090777761"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/78.258082"},{"key":"ref26","first-page":"592","article-title":"Online feature selection using grafting","volume":"20","author":"perkins","year":"2003","journal-title":"Proc 20th Int Conf Mach Learn"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"efron","year":"2004","journal-title":"Ann Statist"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/7159131\/06985621.pdf?arnumber=6985621","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:04:16Z","timestamp":1642003456000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6985621\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8]]},"references-count":32,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2014.2377245","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,8]]}}}