{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T09:24:55Z","timestamp":1761989095992,"version":"3.37.3"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001381","name":"National Research Foundation Singapore","doi-asserted-by":"publisher","award":["NRF2015ENC-GDCR01001-003"],"award-info":[{"award-number":["NRF2015ENC-GDCR01001-003"]}],"id":[{"id":"10.13039\/501100001381","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001381","name":"National Research Foundation Singapore","doi-asserted-by":"publisher","award":["NRF2015ENC-GBICRD001-012"],"award-info":[{"award-number":["NRF2015ENC-GBICRD001-012"]}],"id":[{"id":"10.13039\/501100001381","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Data Science & Artificial Intelligence Research Center at NTU"},{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"publisher","award":["FL-170100117","DP-140102164","LP-150100671"],"award-info":[{"award-number":["FL-170100117","DP-140102164","LP-150100671"]}],"id":[{"id":"10.13039\/501100000923","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":[[2018,9]]},"DOI":"10.1109\/tnnls.2017.2750321","type":"journal-article","created":{"date-parts":[[2017,10,4]],"date-time":"2017-10-04T18:08:52Z","timestamp":1507140532000},"page":"4051-4064","source":"Crossref","is-referenced-by-count":31,"title":["Heterogeneous Multitask Metric Learning Across Multiple Domains"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2296-6370","authenticated-orcid":false,"given":"Yong","family":"Luo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2751-5114","authenticated-orcid":false,"given":"Yonggang","family":"Wen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7225-5449","authenticated-orcid":false,"given":"Dacheng","family":"Tao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-004-0552-5"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.10.2756"},{"key":"ref33","first-page":"1817","article-title":"A framework for learning predictive structures from multiple tasks and unlabeled data","volume":"6","author":"ando","year":"2005","journal-title":"J Mach Learn Res"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1613\/jair.105"},{"key":"ref31","first-page":"2839","article-title":"Domain adaptation with conditional transferable components","author":"gong","year":"2016","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2330900"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2445757"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479898346995"},{"key":"ref35","first-page":"190","article-title":"Matrix completion for multi-label image classification","author":"cabral","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383173"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2495116"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2218825"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.01.064"},{"key":"ref2","first-page":"775","article-title":"Metric learning to rank","author":"mcfee","year":"2010","journal-title":"Proc Int Conf Mach Learn"},{"journal-title":"Distance metric learning for kernel machines","year":"2013","author":"xu","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2016.07.018"},{"key":"ref22","first-page":"513","article-title":"Neighbourhood components analysis","author":"goldberger","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1561\/2200000019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.202"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2009.11.037"},{"key":"ref26","first-page":"1061","article-title":"Hamming distance metric learning","author":"norouzi","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref25","first-page":"2573","article-title":"Non-linear metric learning","author":"kedem","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref50","first-page":"1","article-title":"Forensics feature analysis in quaternion wavelet domain for distinguishing photographic images and computer graphics","author":"wang","year":"2016","journal-title":"Multimedia Tools and Applications"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.134"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835947"},{"article-title":"Multi-view dimensionality reduction via canonical correlation analysis","year":"2008","author":"foster","key":"ref56"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2009.03.002"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.46"},{"key":"ref53","first-page":"1327","article-title":"Robust distance metric learning with auxiliary knowledge","author":"zha","year":"2009","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2008.10.002"},{"key":"ref10","first-page":"1541","article-title":"Heterogeneous domain adaptation using manifold alignment","author":"wang","year":"2011","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref11","first-page":"1095","article-title":"Heterogeneous domain adaptation for multiple classes","author":"zhou","year":"2014","journal-title":"Proc Int Conf Artif Intell Stat"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.135"},{"key":"ref12","first-page":"574","article-title":"Multi-task learning in heterogeneous feature spaces","author":"zhang","year":"2011","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1096"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273523"},{"key":"ref15","first-page":"862","article-title":"Regularized distance metric learning: Theory and algorithm","author":"jin","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref16","first-page":"1809","article-title":"On combining side information and unlabeled data for heterogeneous multi-task metric learning","author":"luo","year":"2016","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/340"},{"key":"ref18","first-page":"505","article-title":"Distance metric learning with application to clustering with side-information","author":"xing","year":"2002","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2405574"},{"key":"ref4","first-page":"1867","article-title":"Large margin multi-task metric learning","author":"parameswaran","year":"2010","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref3","first-page":"1473","article-title":"Distance metric learning for large margin nearest neighbor classification","author":"weinberger","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-013-5379-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2134107"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2332398"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/1646396.1646452"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.65"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409066"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298975"},{"key":"ref42","first-page":"28","article-title":"Learning from multiple partially observed views&#x2014;An application to multilingual text categorization","author":"amini","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1137\/0204009"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011139631724"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.68"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/8440865\/08058002.pdf?arnumber=8058002","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T15:57:10Z","timestamp":1643212630000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8058002\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":57,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2017.2750321","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"type":"print","value":"2162-237X"},{"type":"electronic","value":"2162-2388"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}