{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T16:22:25Z","timestamp":1787761345465,"version":"build-2784847793"},"reference-count":41,"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":[{"DOI":"10.13039\/501100012166","name":"National Basic Research Program of China (973 Program)","doi-asserted-by":"crossref","award":["2013CB336500"],"award-info":[{"award-number":["2013CB336500"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"crossref","award":["61222207"],"award-info":[{"award-number":["61222207"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"crossref","award":["91120302"],"award-info":[{"award-number":["91120302"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1109\/tcyb.2014.2358564","type":"journal-article","created":{"date-parts":[[2014,9,25]],"date-time":"2014-09-25T15:50:10Z","timestamp":1411660210000},"page":"1669-1680","source":"Crossref","is-referenced-by-count":254,"title":["Large Scale Spectral Clustering Via Landmark-Based Sparse Representation"],"prefix":"10.1109","volume":"45","author":[{"family":"Deng Cai","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"family":"Xinlei Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/502590.502591"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557118"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/S0042-6989(97)00169-7"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/381607a0"},{"key":"ref31","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume":"14","author":"ng","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.911828"},{"key":"ref37","author":"tsybakov","year":"2008","journal-title":"Introduction to Nonparametric Estimation"},{"key":"ref36","first-page":"201","article-title":"Spectral clustering for a large data set by reducing the similarity matrix size","author":"shinnou","year":"2008","journal-title":"Proc 6th Int Lang Resources Eval (LREC'08)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref34","first-page":"372","article-title":"Fast spectral clustering with random projection and sampling","author":"sakai","year":"2009","journal-title":"Proc 3rd Int Conf Mach Learn Data Mining (MLDM)"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"826","DOI":"10.1016\/j.jpdc.2004.03.020","article-title":"Vehicle classification in distributed sensor networks","volume":"64","author":"duarte","year":"2004","journal-title":"J Parallel Distrib Comput"},{"key":"ref40","first-page":"1232","article-title":"Improved Nyström low-rank approximation and error analysis","author":"zhang","year":"2008","journal-title":"Proc 25th Int Conf Mach Learn"},{"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":"Ann Statist"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.142"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.05.018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.1262185"},{"key":"ref15","author":"golub","year":"1996","journal-title":"Matrix Computations"},{"key":"ref16","first-page":"399","article-title":"Learning fast approximations of sparse coding","author":"gregor","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn (ICML)"},{"key":"ref17","author":"h\u00e4rdle","year":"1992","journal-title":"Applied Nonparametric Regression"},{"key":"ref18","first-page":"100","article-title":"A k-means clustering algorithm","volume":"28","author":"hartigan","year":"1979","journal-title":"Journal of Royal Statistical Society C Applied Statistics"},{"key":"ref19","first-page":"1457","article-title":"Non-negative matrix factorization with sparseness constraints","volume":"5","author":"hoyer","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref4","first-page":"590","article-title":"Fast spectral clustering of data using sequential matrix compression","author":"chen","year":"2006","journal-title":"Proc 17th European Conf Machine Learning (ECML)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2220543"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.198"},{"key":"ref27","first-page":"679","article-title":"Large graph construction for scalable semi-supervised learning","author":"liu","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn (ICML)"},{"key":"ref6","volume":"92","author":"chung","year":"1997","journal-title":"Spectral Graph Theory"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.88"},{"key":"ref29","author":"lovasz","year":"1986","journal-title":"Matching Theory"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502550"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20042"},{"key":"ref2","volume":"4","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0437847100"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2218233"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/331499.331504"},{"key":"ref22","first-page":"873","article-title":"Sparse deep belief net model for visual area v2","volume":"20","author":"lee","year":"2008","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref21","first-page":"801","article-title":"Efficient sparse coding algorithms","volume":"19","author":"lee","year":"2006","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2234108"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref23","first-page":"631","article-title":"Making large-scale Nyström approximation possible","author":"li","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn (ICML)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71496-5_30"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"1214","DOI":"10.1109\/TCYB.2013.2287103","article-title":"Constrained concept factorization for image representation","volume":"44","author":"liu","year":"2014","journal-title":"IEEE Trans Cybern"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/7156182\/06910247.pdf?arnumber=6910247","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:04:15Z","timestamp":1641985455000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6910247"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8]]},"references-count":41,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2014.2358564","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,8]]}}}