{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T16:51:50Z","timestamp":1772643110899,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2015,10,1]],"date-time":"2015-10-01T00:00:00Z","timestamp":1443657600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61402228"],"award-info":[{"award-number":["61402228"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61472422"],"award-info":[{"award-number":["61472422"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61332016"],"award-info":[{"award-number":["61332016"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61103059"],"award-info":[{"award-number":["61103059"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Fund for Distinguished Young Scholars of Jiangsu Province","award":["BK2012033"],"award-info":[{"award-number":["BK2012033"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2015,10,1]]},"DOI":"10.1109\/tpami.2015.2400461","type":"journal-article","created":{"date-parts":[[2015,2,5]],"date-time":"2015-02-05T20:01:15Z","timestamp":1423166475000},"page":"2085-2098","source":"Crossref","is-referenced-by-count":316,"title":["Robust Structured Subspace Learning for Data Representation"],"prefix":"10.1109","volume":"37","author":[{"given":"Zechao","family":"Li","sequence":"first","affiliation":[]},{"given":"Jing","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Jinhui","family":"Tang","sequence":"additional","affiliation":[]},{"given":"Hanqing","family":"Lu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2187179"},{"key":"ref38","first-page":"2194","article-title":"Canonical correlation analysis for multilabel classification: A least-squares formulation, extensions and analysis","volume":"1","author":"sun","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref33","first-page":"1817","article-title":"A framework for learning predictive structures from multiple tasks and unlabeld data","volume":"6","author":"ando","year":"2005","journal-title":"J Mach Learn Res"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1646396.1646452"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1460096.1460104"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2014.02.001"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1754428.1754431"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874183"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4408856"},{"key":"ref34","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from labeled and unlabeled examples","volume":"7","author":"belkin","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"29","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2169269"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by nonnegative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/34.895972"},{"key":"ref13","author":"duda","year":"2001","journal-title":"Pattern Recognition"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023709501986"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273641"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.195"},{"key":"ref17","year":"0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835848"},{"key":"ref19","first-page":"1589","article-title":"$\\ell _{2,1}$ -norm regularized discriminative feature selection for unsupervised learning","author":"yang","year":"0","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref28","first-page":"481","article-title":"Nonlinear programming","author":"kuhn","year":"0","journal-title":"Proc Berkeley Symp on Math Statist and Prob"},{"key":"ref4","article-title":"Efficient and robust feature selection via joint $\\ell _{2,1}$ -norms minimization","author":"nie","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718027"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/34.574797"},{"key":"ref6","article-title":"Locality preserving projections","author":"he","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1899412.1899418"},{"key":"ref5","first-page":"2138","article-title":"Clustering-guided sparse structural learning for unsupervised feature selection","volume":"9","author":"li","year":"2014","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Science"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/34.598228"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2187179"},{"key":"ref46","first-page":"1026","article-title":"Unsupervised feature selection using nonnegative spectral analysis","author":"li","year":"0","journal-title":"Proc Nat Conf Artif Intell"},{"key":"ref20","first-page":"1208","article-title":"Neighborhood preserving embedding","author":"he","year":"0","journal-title":"Proc Int Conf Comput Vis"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.88"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.35"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.89"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.215"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/34.817413"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.04.012"},{"key":"ref41","year":"0"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"850","DOI":"10.1109\/TPAMI.2011.191","article-title":"Exploring context and content links in social media: A latent space method","volume":"34","author":"qi","year":"2012","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref44","year":"0"},{"key":"ref26","author":"chung","year":"1997","journal-title":"Spectral Graph Theory (CBMS Regional Conference Series in Mathematics No 92)"},{"key":"ref43","article-title":"Estimating face orientation from robust detection of salient facial features","author":"gourier","year":"0","journal-title":"Proc ICPR Workshop on Visual Observation of Deictic Gestures"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2009.2037373"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/7234995\/07031960.pdf?arnumber=7031960","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:03:56Z","timestamp":1642003436000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7031960\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10,1]]},"references-count":48,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2015.2400461","relation":{},"ISSN":["0162-8828","2160-9292"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,1]]}}}