{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,19]],"date-time":"2026-07-19T01:53:15Z","timestamp":1784425995465,"version":"3.55.0"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2015,7,1]],"date-time":"2015-07-01T00:00:00Z","timestamp":1435708800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"name":"Chinese Central government","award":["61372132"],"award-info":[{"award-number":["61372132"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61372132"],"award-info":[{"award-number":["61372132"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004602","name":"Program for New Century Excellent Talents in University","doi-asserted-by":"publisher","award":["NCET-13-0945"],"award-info":[{"award-number":["NCET-13-0945"]}],"id":[{"id":"10.13039\/501100004602","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2015,7,1]]},"DOI":"10.1109\/tkde.2015.2397444","type":"journal-article","created":{"date-parts":[[2015,2,2]],"date-time":"2015-02-02T15:22:09Z","timestamp":1422890529000},"page":"1964-1976","source":"Crossref","is-referenced-by-count":18,"title":["Max-Margin Discriminant Projection via Data Augmentation"],"prefix":"10.1109","volume":"27","author":[{"given":"Bo","family":"Chen","sequence":"first","affiliation":[{"name":"National Lab of Radar Signal Processing, Xidian University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao","family":"Zhang","sequence":"additional","affiliation":[{"name":"National Lab of Radar Signal Processing, Xidian University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuefeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"National Lab of Radar Signal Processing, Xidian University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Wen","sequence":"additional","affiliation":[{"name":"National Lab of Radar Signal Processing, Xidian University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongwei","family":"Liu","sequence":"additional","affiliation":[{"name":"National Lab of Radar Signal Processing, Xidian University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Liu","sequence":"additional","affiliation":[{"name":"National Lab of Radar Signal Processing, Xidian University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"723","article-title":"Bayesian factor regression models in the &#x2018;large p, small n&#x2019; paradigm","volume":"7","author":"west","year":"2003","journal-title":"Bayesian Statist"},{"key":"ref38","first-page":"ii-564","article-title":"Dual-space linear discriminant analysis for face recognition","author":"wang","year":"0","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J Royal Statist Soc Ser B"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref30","first-page":"101","article-title":"In defense of one-vs-all classification","volume":"5","author":"rifkin","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref37","first-page":"2379","article-title":"Unsupervised kernel dimension reduction","author":"wang","year":"0","journal-title":"Proc Adv Neural Inf Process Syst 23"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref35","author":"van der maaten","year":"2009","journal-title":"Dimensionality reduction A comparative review"},{"key":"ref34","first-page":"211","article-title":"Sparse Bayesian learning and the relevance vector machine","volume":"1","author":"tipping","year":"2001","journal-title":"J Mach Learn Res"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1214\/11-BA601"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000337"},{"key":"ref29","first-page":"1518","article-title":"Multi-label prediction via sparse infinite CCA","author":"rai","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1667053.1667056"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00429-6"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"3488","DOI":"10.1109\/TSP.2009.2022003","article-title":"Exploiting structure in wavelet-based Bayesian compressive sensing","volume":"57","author":"he","year":"2009","journal-title":"IEEE Trans Signal Process"},{"key":"ref22","first-page":"178","article-title":"Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories","author":"li","year":"0","journal-title":"Proc Workshop Generative-Model Based Vis"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.2307\/2683801"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.156"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553474"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.1999.788121"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2059702"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2070796"},{"key":"ref40","first-page":"978","article-title":"Fast max-margin matrix factorization with data augmentation","author":"xu","year":"0","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1198\/TECH.2011.08118"},{"key":"ref13","first-page":"265","article-title":"On the algorithmic implementation of multiclass kernel-based vector machines","volume":"2","author":"crammer","year":"2001","journal-title":"J Mach Learn Res"},{"key":"ref14","first-page":"2359","article-title":"Radar HRRP target recognition based on higher order spectra","author":"du","year":"2005","journal-title":"IEEE Trans Signal Process"},{"key":"ref15","author":"duda","year":"2000","journal-title":"Pattern Classification"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2245321"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1990.10476213"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767596"},{"key":"ref19","first-page":"1923","article-title":"Dirichlet process mixtures of generalized linear models","volume":"12","author":"hannah","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref4","first-page":"71","article-title":"Simplified support vector decision rules","author":"burges","year":"0","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref3","first-page":"135","article-title":"Efficient match kernel between sets of features for visual recognition","author":"bo","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-11-552"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"1438","DOI":"10.1198\/016214508000000869","volume":"103","author":"carvalho","year":"2008","journal-title":"JASA"},{"key":"ref8","first-page":"532","article-title":"Robust Bayesian max-margin clustering","author":"chen","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.10.006"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.172"},{"key":"ref9","first-page":"846","article-title":"Local discriminant embedding and its variants","author":"chen","year":"0","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref46","first-page":"2295","article-title":"Non-parametric Bayesian dictionary learning for sparse image representations","author":"zhou","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref45","first-page":"2528","article-title":"Deconvolution networks","author":"zeiler","year":"0","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref48","first-page":"1620","article-title":"Infinite latent SVM for classification and multi-task learning","author":"zhu","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref47","first-page":"1073","article-title":"Gibbs max-margin topic models with data augmentation","volume":"15","author":"zhu","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref42","first-page":"1794","article-title":"Linear spatial pyramid matching using sparse coding for image classification","author":"yang","year":"0","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150454"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150453"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/7116676\/07029124.pdf?arnumber=7029124","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,18]],"date-time":"2026-02-18T21:22:36Z","timestamp":1771449756000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7029124\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7,1]]},"references-count":49,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2015.2397444","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,7,1]]}}}