{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T06:05:23Z","timestamp":1783663523363,"version":"3.55.0"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"China Key Research Program","award":["2016YFB1000905"],"award-info":[{"award-number":["2016YFB1000905"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573270"],"award-info":[{"award-number":["61573270"]}],"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":["61672177"],"award-info":[{"award-number":["61672177"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangxi Science and Technology","award":["GuiKeAD17195062"],"award-info":[{"award-number":["GuiKeAD17195062"]}]},{"DOI":"10.13039\/501100004607","name":"Natural Science Foundation of Guangxi Province","doi-asserted-by":"publisher","award":["2015GXNSFCB139011"],"award-info":[{"award-number":["2015GXNSFCB139011"]}],"id":[{"id":"10.13039\/501100004607","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangxi Collaborative Innovation Center of Multi-Source Information Integration and Intelligent Processing"},{"name":"Guangxi High Institutions Program of Introducing 100 High-Level Overseas Talents"},{"name":"Research Fund of Guangxi Key Lab of Multisource Information Mining & Security","award":["18-A-01-01"],"award-info":[{"award-number":["18-A-01-01"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2019,8,1]]},"DOI":"10.1109\/tkde.2018.2858782","type":"journal-article","created":{"date-parts":[[2018,7,23]],"date-time":"2018-07-23T22:29:05Z","timestamp":1532384945000},"page":"1532-1543","source":"Crossref","is-referenced-by-count":170,"title":["Low-Rank Sparse Subspace for Spectral Clustering"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6840-0578","authenticated-orcid":false,"given":"Xiaofeng","family":"Zhu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9981-2970","authenticated-orcid":false,"given":"Shichao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yonggang","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jilian","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9844-183X","authenticated-orcid":false,"given":"Lifeng","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Fang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref38","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Sci"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.05.067"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2018.06.029"},{"key":"ref31","author":"sander","year":"2011","journal-title":"Density-based clustering"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IADCC.2009.4809235"},{"key":"ref37","first-page":"1","article-title":"Spectral clustering of high-dimensional data via nonnegative matrix factorization","author":"wang","year":"2015","journal-title":"Proc Int Joint Conf Neural Netw"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.12.027"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2703636"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459173"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23626-6_82"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1166\/jctn.2015.4232"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1162\/089976699300016728"},{"key":"ref2","first-page":"328","article-title":"Multiscale combinatorial grouping","author":"pont-tuset","year":"2014","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2763618"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.484"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.02.007"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2673241"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2332764"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2990508"},{"key":"ref26","first-page":"1","article-title":"Modified balanced iterative reducing and clustering using hierarchies (m-birch) for visual clustering","volume":"19","author":"madan","year":"2015","journal-title":"Pattern Anal Appl"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623726"},{"key":"ref50","author":"graham","year":"1998","journal-title":"Characterizing Virtual Eigensignatures for General Purpose Face Recognition"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/34.291440"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi6030063"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref54","first-page":"329","article-title":"Informative discriminant analysis","author":"kaski","year":"2003","journal-title":"Proc AAAI"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2164-13-450"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/AFGR.1998.670949"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2416725"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.10.008"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.07.018"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.05.081"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.09.015"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2403356"},{"key":"ref16","article-title":"Unsupervised feature selection via local structure learning and sparse learning","author":"lei","year":"2017"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.88"},{"key":"ref18","first-page":"1969","article-title":"The constrained laplacian rank algorithm for graph-based clustering","author":"nie","year":"2016","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref19","article-title":"Dynamic graph learning for spectral feature selection","author":"zheng","year":"2017","journal-title":"Multimedia Tools Appl"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2007.902249"},{"key":"ref3","first-page":"577","article-title":"Constrained k-means clustering with background knowledge","author":"wagstaff","year":"2001","journal-title":"Proc 18th Int Conf Mach Learn"},{"key":"ref6","first-page":"2976","article-title":"Gridbscan: Grid density-based spatial clustering of applications with noise","author":"uncu","year":"2007","journal-title":"Proc Syst Man Cybern"},{"key":"ref5","article-title":"Color- and texture-based image segmentation using EM and its application to content-based image retrieval","year":"1998","journal-title":"Proc 6th Int Conf Comput Vis"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.231"},{"key":"ref49","article-title":"Columbia object image library (coil-20)","author":"rate","year":"2011","journal-title":"Comput"},{"key":"ref9","author":"lu","year":"2012","journal-title":"Robust and Efficient Subspace Segmentation via Least Squares Regression"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0584-1"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20303"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/43.159993"},{"key":"ref47","first-page":"3569","article-title":"A new simplex sparse learning model to measure data similarity for clustering","author":"huang","year":"2015","journal-title":"Proc 24th Int Conf Artif Intell"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.35.11.652"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2457465.2457469"},{"key":"ref44","first-page":"871","article-title":"The laplacian spectrum of graphs","author":"mohar","year":"1991","journal-title":"Graph Theory Combinatorics Applicat"},{"key":"ref43","article-title":"Spectral graph theory cbms series","volume":"9","author":"chung","year":"1997","journal-title":"Amer Math Soc"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/8755525\/08417928.pdf?arnumber=8417928","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:49:50Z","timestamp":1657745390000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8417928\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8,1]]},"references-count":56,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2018.2858782","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,8,1]]}}}