{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T00:15:42Z","timestamp":1769300142801,"version":"3.49.0"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2023,5,1]],"date-time":"2023-05-01T00:00:00Z","timestamp":1682899200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,5,1]],"date-time":"2023-05-01T00:00:00Z","timestamp":1682899200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,1]],"date-time":"2023-05-01T00:00:00Z","timestamp":1682899200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFB2103004"],"award-info":[{"award-number":["2019YFB2103004"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFB1806608"],"award-info":[{"award-number":["2020YFB1806608"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771252"],"award-info":[{"award-number":["61771252"]}],"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":["61772287"],"award-info":[{"award-number":["61772287"]}],"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":["61801240"],"award-info":[{"award-number":["61801240"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018615","name":"Key University Science Research Project of Jiangsu Province","doi-asserted-by":"publisher","award":["18KJA510004"],"award-info":[{"award-number":["18KJA510004"]}],"id":[{"id":"10.13039\/501100018615","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018615","name":"Key University Science Research Project of Jiangsu Province","doi-asserted-by":"publisher","award":["18KJA510005"],"award-info":[{"award-number":["18KJA510005"]}],"id":[{"id":"10.13039\/501100018615","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jiangsu Province Special Fund Project for Transformation of Scientific and Technological Achievements","award":["BA2019058"],"award-info":[{"award-number":["BA2019058"]}]},{"DOI":"10.13039\/501100005374","name":"Open Research Fund of Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005374","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2023,5]]},"DOI":"10.1109\/tnnls.2021.3106702","type":"journal-article","created":{"date-parts":[[2021,9,6]],"date-time":"2021-09-06T20:19:03Z","timestamp":1630959543000},"page":"2466-2479","source":"Crossref","is-referenced-by-count":5,"title":["Robust Discriminant Subspace Clustering With Adaptive Local Structure Embedding"],"prefix":"10.1109","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0335-3381","authenticated-orcid":false,"given":"Junyan","family":"Liu","sequence":"first","affiliation":[{"name":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0749-0001","authenticated-orcid":false,"given":"Dapeng","family":"Li","sequence":"additional","affiliation":[{"name":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3539-3532","authenticated-orcid":false,"given":"Haitao","family":"Zhao","sequence":"additional","affiliation":[{"name":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0142-1515","authenticated-orcid":false,"given":"Lin","family":"Gao","sequence":"additional","affiliation":[{"name":"Department of Electronic and Information Engineering, Harbin Institute of Technology, Guangdong, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","first-page":"55","article-title":"Robust principal component analysis with complex noise","volume":"32","author":"zhao","year":"2014","journal-title":"Proc 31th Int Conf Mach Learn (ICML)"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623726"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.169"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330846"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2936855"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2536752"},{"key":"ref14","article-title":"Robust matrix factorization with spectral embedding","author":"chen","year":"2020","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10302"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/34.291440"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.227"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33786-4_10"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1109\/TNN.2002.806647","article-title":"Face recognition using LDA-based algorithms","volume":"14","author":"lu","year":"2003","journal-title":"IEEE Trans Neural Netw"},{"key":"ref10","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","author":"lee","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2009.2014283"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"1548","DOI":"10.1109\/TPAMI.2010.231","article-title":"Graph regularized nonnegative matrix factorization for data representation","volume":"33","author":"cai","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.88"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33786-4_26"},{"key":"ref51","article-title":"Columbia object image library (coil-20)","author":"nene","year":"1996"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-016-9021-9"},{"key":"ref46","first-page":"321","article-title":"Learning with local and global consistency","author":"zhou","year":"2003","journal-title":"Proc 16th Int Conf Neural Inf Process Syst"},{"key":"ref45","first-page":"1","article-title":"Convex sparse PCA for unsupervised feature learning","volume":"11","author":"chang","year":"2016","journal-title":"ACM Transactions on Knowledge Discovery from Data"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.36.1.31"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.274"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.425"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.557"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3014104"},{"key":"ref49","first-page":"1813","article-title":"Efficient and robust feature selection via joint ??,?-norms minimization","author":"nie","year":"2010","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.70"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.277"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10714"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939878"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2919900"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2735364"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939841"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7025576"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"1287","DOI":"10.1109\/TNNLS.2014.2337335","article-title":"Discriminative embedded clustering: A framework for grouping high-dimensional data","volume":"26","author":"hou","year":"2015","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2848470"},{"key":"ref37","first-page":"277","article-title":"Structured sparse subspace clustering: A unified optimization framework","author":"li","year":"2015","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2939524"},{"key":"ref31","first-page":"24","article-title":"Deep subspace clustering networks","author":"ji","year":"2017","journal-title":"Proc 30th Adv Neural Inf Process Syst"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2968848"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00172"},{"key":"ref32","first-page":"1925","article-title":"Deep subspace clustering with sparsity prior","author":"peng","year":"2016","journal-title":"Proc 25th Int Joint Conf Artif Intell"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2885591"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2018.2889018"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2691557"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2732986"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973440.107"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2515613"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.184"},{"key":"ref25","first-page":"1589","article-title":"L?, ?-norm regularized discriminative feature selection for unsupervised learning","author":"yang","year":"2011","journal-title":"Proc 22nd Int Joint Conf Artif Intell"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.484"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.01.016"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10168"},{"key":"ref28","first-page":"1569","article-title":"Two-dimensional linear discriminant analysis","author":"ye","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273562"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1008"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.04.029"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.556"},{"key":"ref61","first-page":"1027","article-title":"K-means++: The advantages of careful seeding","author":"arthur","year":"2007","journal-title":"Proc 18th Annu ACM-SIAM Symp Discrete Algorithms"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10114428\/09530235.pdf?arnumber=9530235","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,22]],"date-time":"2023-05-22T17:54:55Z","timestamp":1684778095000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9530235\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5]]},"references-count":62,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2021.3106702","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5]]}}}