{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T04:02:14Z","timestamp":1725508934475},"reference-count":25,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,4]]},"DOI":"10.1109\/icassp.2015.7178192","type":"proceedings-article","created":{"date-parts":[[2015,8,12]],"date-time":"2015-08-12T18:45:43Z","timestamp":1439405143000},"page":"1359-1363","source":"Crossref","is-referenced-by-count":1,"title":["K-medians clustering based ℓ<inf>1<\/inf>-PCA model"],"prefix":"10.1109","author":[{"given":"Shu Yan","family":"Lam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siu Kai","family":"Choy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"78","article-title":"Feature Selection,L1., Versus L2 Regularization and Rotational Invariance","author":"ng","year":"2004","journal-title":"In Proc International Conference on Machine Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143880"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.114"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref14","first-page":"1062","article-title":"Optimal Mean Robust Principal Component Analysis","author":"nie","year":"2014","journal-title":"International Conference on Machine Learning"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1002\/9780470434697","author":"huber","year":"2009","journal-title":"Robust Statistics"},{"key":"ref16","article-title":"Reformulating the l_l-PCA Model As a Two Group Clustering Problem","author":"lam","year":"0","journal-title":"Electronic Letters under review"},{"journal-title":"Data Clustering Theory Algorithms and Applications ASA-SIAM Series on Statistics and Applied Probability","year":"2007","author":"gan","key":"ref17"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1201\/b13101","author":"mirkin","year":"2012","journal-title":"Clustering A Data Recovery Approach"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015408"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1198\/004017005000000166"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/BF02595862"},{"key":"ref6","first-page":"739","article-title":"Robust L1-norm Factorization in the Presence of Outliers and Missing Data by Alternative Convex Programming","author":"ke","year":"2005","journal-title":"IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-61159-9_32"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2012.11.007"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2000.855886"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1037\/h0071325"},{"key":"ref9","first-page":"1433","article-title":"Robust Principal Component Analysis with Non-greedy Ii-norm Maximization","author":"nie","year":"2011","journal-title":"Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/14786440109462720"},{"journal-title":"Finding Groups in Data An Introduction to Cluster Analysis","year":"2005","author":"kaufman","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/35.3-4.414"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.2307\/1403809"},{"year":"0","key":"ref24"},{"year":"0","key":"ref23"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.57"}],"event":{"name":"ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2015,4,19]]},"location":"South Brisbane, Queensland, Australia","end":{"date-parts":[[2015,4,24]]}},"container-title":["2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7158221\/7177909\/07178192.pdf?arnumber=7178192","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T13:32:26Z","timestamp":1498224746000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7178192\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/icassp.2015.7178192","relation":{},"subject":[],"published":{"date-parts":[[2015,4]]}}}