{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T14:11:28Z","timestamp":1753884688419,"version":"3.41.2"},"reference-count":52,"publisher":"World Scientific Pub Co Pte Ltd","issue":"05","funder":[{"name":"Macao Young Scholars Program","award":["AM201915"],"award-info":[{"award-number":["AM201915"]}]},{"DOI":"10.13039\/501100010909","name":"Young Scientists Fund","doi-asserted-by":"crossref","award":["61903091"],"award-info":[{"award-number":["61903091"]}],"id":[{"id":"10.13039\/501100010909","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100021171","name":"Guangdong Basic and Applied Basic Research Foundation","doi-asserted-by":"crossref","award":["2020A1515010801"],"award-info":[{"award-number":["2020A1515010801"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Wavelets Multiresolut Inf. Process."],"published-print":{"date-parts":[[2021,9]]},"abstract":"<jats:p>In this paper, we propose a sparse tensor regression model for multi-view feature selection. Apart from the most of existing methods, our model adopts a tensor structure to represent multi-view data, which aims to explore their underlying high-order correlations. Based on this tensor structure, our model can effectively select the meaningful feature set for each view. We also develop an iterative optimization algorithm to solve our model, together with analysis about the convergence and computational complexity. Experimental results on several popular multi-view data sets confirm the effectiveness of our model.<\/jats:p>","DOI":"10.1142\/s021969132150020x","type":"journal-article","created":{"date-parts":[[2021,5,18]],"date-time":"2021-05-18T13:52:12Z","timestamp":1621345932000},"source":"Crossref","is-referenced-by-count":1,"title":["Multi-view feature selection via sparse tensor regression"],"prefix":"10.1142","volume":"19","author":[{"given":"Haoliang","family":"Yuan","sequence":"first","affiliation":[{"name":"State Key Laboratory of Quality Research in Chinese Medicines, Macau University of Science and Technology, Macao, P. R. China"}]},{"given":"Sio-Long","family":"Lo","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Macau University of Science and Technology, Macao, P. R. China"}]},{"given":"Ming","family":"Yin","sequence":"additional","affiliation":[{"name":"School of Automation, Guangdong University of Technology, Guangzhou, P. R. China"}]},{"given":"Yong","family":"Liang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Quality Research in Chinese Medicines, Macau University of Science and Technology, Macao, P. R. China"},{"name":"Guangdong-Hong Kong-Macao Joint Laboratory for Intelligent Micro-Nano Optoelectronic Technology, Foshan University, Foshan 528225, China"}]}],"member":"219","published-online":{"date-parts":[[2021,5,17]]},"reference":[{"key":"S021969132150020XBIB001","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2015.2478454"},{"key":"S021969132150020XBIB002","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"S021969132150020XBIB003","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","volume-title":"Neural Networks for Pattern Recognition","author":"Bishop C. M.","year":"1995"},{"key":"S021969132150020XBIB004","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2014.26"},{"issue":"1","key":"S021969132150020XBIB005","first-page":"459","volume":"151","author":"Cattani C.","year":"2017","journal-title":"Fund. Inform."},{"key":"S021969132150020XBIB006","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.01.015"},{"key":"S021969132150020XBIB007","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/285"},{"key":"S021969132150020XBIB008","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37331-2_26"},{"key":"S021969132150020XBIB009","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143892"},{"key":"S021969132150020XBIB010","doi-asserted-by":"publisher","DOI":"10.3390\/e18030084"},{"key":"S021969132150020XBIB011","doi-asserted-by":"publisher","DOI":"10.3390\/e20090714"},{"key":"S021969132150020XBIB012","doi-asserted-by":"publisher","DOI":"10.3390\/e21030304"},{"key":"S021969132150020XBIB013","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-42105-6_16"},{"key":"S021969132150020XBIB014","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2551724"},{"key":"S021969132150020XBIB015","first-page":"507","volume-title":"Advances in Neural Information Processing Systems","author":"He X.","year":"2006"},{"key":"S021969132150020XBIB016","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(83)90235-X"},{"key":"S021969132150020XBIB017","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2681670"},{"issue":"6","key":"S021969132150020XBIB018","first-page":"793","volume":"44","author":"Hou C.","year":"2013","journal-title":"IEEE Trans. Cybernet."},{"key":"S021969132150020XBIB019","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2464090"},{"key":"S021969132150020XBIB020","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.07.151"},{"key":"S021969132150020XBIB021","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2400461"},{"key":"S021969132150020XBIB022","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0039"},{"key":"S021969132150020XBIB023","doi-asserted-by":"publisher","DOI":"10.1109\/34.192463"},{"key":"S021969132150020XBIB024","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.12.013"},{"key":"S021969132150020XBIB025","first-page":"1813","volume-title":"Advances in Neural Information Processing Systems","author":"Nie F.","year":"2010"},{"key":"S021969132150020XBIB026","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"S021969132150020XBIB027","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9892.00087"},{"key":"S021969132150020XBIB028","doi-asserted-by":"publisher","DOI":"10.1023\/A:1025667309714"},{"key":"S021969132150020XBIB029","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.11.003"},{"key":"S021969132150020XBIB030","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.11.001"},{"key":"S021969132150020XBIB031","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.01.001"},{"key":"S021969132150020XBIB032","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-013-1362-6"},{"key":"S021969132150020XBIB033","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015101"},{"key":"S021969132150020XBIB034","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.30"},{"key":"S021969132150020XBIB035","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2785402"},{"key":"S021969132150020XBIB036","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2000395"},{"key":"S021969132150020XBIB037","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2014.11.015"},{"key":"S021969132150020XBIB038","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296618"},{"key":"S021969132150020XBIB039","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0164610"},{"key":"S021969132150020XBIB040","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2417578"},{"key":"S021969132150020XBIB041","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2396937"},{"key":"S021969132150020XBIB042","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.03.024"},{"key":"S021969132150020XBIB043","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2617462"},{"key":"S021969132150020XBIB044","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.461"},{"key":"S021969132150020XBIB045","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00268"},{"key":"S021969132150020XBIB046","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.10.009"},{"key":"S021969132150020XBIB047","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/KEM.439-440.683"},{"key":"S021969132150020XBIB048","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2018.11.019"},{"key":"S021969132150020XBIB049","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2028255"},{"key":"S021969132150020XBIB050","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2703598"},{"key":"S021969132150020XBIB051","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2333539"},{"key":"S021969132150020XBIB052","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2873378"}],"container-title":["International Journal of Wavelets, Multiresolution and Information Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S021969132150020X","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,3]],"date-time":"2023-11-03T21:26:42Z","timestamp":1699046802000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S021969132150020X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,17]]},"references-count":52,"journal-issue":{"issue":"05","published-print":{"date-parts":[[2021,9]]}},"alternative-id":["10.1142\/S021969132150020X"],"URL":"https:\/\/doi.org\/10.1142\/s021969132150020x","relation":{},"ISSN":["0219-6913","1793-690X"],"issn-type":[{"type":"print","value":"0219-6913"},{"type":"electronic","value":"1793-690X"}],"subject":[],"published":{"date-parts":[[2021,5,17]]},"article-number":"2150020"}}