{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T08:03:59Z","timestamp":1769760239913,"version":"3.49.0"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"publisher","award":["DP140101366"],"award-info":[{"award-number":["DP140101366"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004377","name":"Hong Kong Polytechnic University","doi-asserted-by":"publisher","award":["PolyU152040\/16E"],"award-info":[{"award-number":["PolyU152040\/16E"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]},{"name":"YC Yu Scholarship for Centre for Smart Health"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Syst. Man Cybern, Syst."],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/tsmc.2017.2759090","type":"journal-article","created":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T19:28:54Z","timestamp":1512070134000},"page":"1527-1540","source":"Crossref","is-referenced-by-count":56,"title":["Deep Additive Least Squares Support Vector Machines for Classification With Model Transfer"],"prefix":"10.1109","volume":"49","author":[{"given":"Guanjin","family":"Wang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3960-0583","authenticated-orcid":false,"given":"Guangquan","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Kup-Sze","family":"Choi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0690-4732","authenticated-orcid":false,"given":"Jie","family":"Lu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2004.12.023"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.bdr.2015.12.001"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2011.5771363"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth294"},{"key":"ref31","first-page":"552","article-title":"Better mixing via deep representations","author":"bengio","year":"2013","journal-title":"Proc 30th Int Conf Mach Learn"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2015.2460691"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2012.11.003"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/9781118646106.ch5"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.878123"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.08.004"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2013.2242887"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39844-5_13"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SoCPaR.2009.67"},{"key":"ref12","article-title":"Deep learning using linear support vector machines","author":"tang","year":"2013","journal-title":"Proc Workshop Challenges Represent Learn (ICML)"},{"key":"ref13","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.5947"},{"key":"ref15","first-page":"448","article-title":"Deep Boltzmann machines","volume":"1","author":"salakhutdinov","year":"2009","journal-title":"Proc 12th Int Conf Artif Intell Stat"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2605159"},{"key":"ref17","first-page":"2285","article-title":"Deep convex net: A scalable architecture for speech pattern classification","author":"deng","year":"2011","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SLT.2012.6424224"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401928"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.62"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459231"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.153"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2634587"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.01.010"},{"key":"ref5","first-page":"226","article-title":"Additive Gaussian processes","author":"duvenaud","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2531674"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2016.2639565"},{"key":"ref2","first-page":"523","article-title":"Practical large scale classification with additive kernels","author":"yang","year":"2012","journal-title":"Proc Asian Conf Mach Learn"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2010.2078501"},{"key":"ref1","first-page":"1661","article-title":"Leave-one-out cross-validation based model selection criteria for weighted LS-SVMs","author":"cawley","year":"2006","journal-title":"Proc Int Joint Conf on Neural Netw"},{"key":"ref46","first-page":"2677","article-title":"An extension on &#x2018;statistical comparisons of classifiers over multiple data sets&#x2019; for all pairwise comparisons","volume":"9","author":"garcia","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.268"},{"key":"ref45","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref21","first-page":"2825","article-title":"Learning with recursive perceptual representations","author":"vinyals","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11136-004-4772-1"},{"key":"ref24","first-page":"264","article-title":"Instance weighting for domain adaptation in NLP","volume":"7","author":"jiang","year":"2007","journal-title":"Proc 45th Annu Meeting Assoc Comput Linguist"},{"key":"ref41","first-page":"251","article-title":"A study of k-nearest neighbour as an imputation method","volume":"87","author":"batista","year":"2002","journal-title":"Proc Int Conf Hybrid Intell Syst"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273521"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00697"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390297"},{"key":"ref43","author":"leung","year":"1997","journal-title":"Hong Kong Chinese Version World Health Organization Quality of Life Measure-Abbreviated Version"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587637"}],"container-title":["IEEE Transactions on Systems, Man, and Cybernetics: Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221021\/8736908\/08125563.pdf?arnumber=8125563","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:44:34Z","timestamp":1657745074000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8125563\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":46,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tsmc.2017.2759090","relation":{},"ISSN":["2168-2216","2168-2232"],"issn-type":[{"value":"2168-2216","type":"print"},{"value":"2168-2232","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,7]]}}}