{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T02:02:05Z","timestamp":1780538525766,"version":"3.54.1"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2017,5,1]],"date-time":"2017-05-01T00:00:00Z","timestamp":1493596800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Basic Research Program of China","doi-asserted-by":"crossref","award":["2015CB352300"],"award-info":[{"award-number":["2015CB352300"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (NSFC)","doi-asserted-by":"publisher","award":["U1611461"],"award-info":[{"award-number":["U1611461"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (NSFC)","doi-asserted-by":"publisher","award":["61572431"],"award-info":[{"award-number":["61572431"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (NSFC)","doi-asserted-by":"publisher","award":["61672456"],"award-info":[{"award-number":["61672456"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Zhejiang Provincial Natural Science Foundation (ZJNSF)","award":["LZ17F020001"],"award-info":[{"award-number":["LZ17F020001"]}]},{"DOI":"10.13039\/501100012455","name":"China Knowledge Centre for Engineering Sciences and Technology","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100012455","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2017,5,1]]},"DOI":"10.1109\/tkde.2017.2658571","type":"journal-article","created":{"date-parts":[[2017,1,25]],"date-time":"2017-01-25T19:53:35Z","timestamp":1485374015000},"page":"977-990","source":"Crossref","is-referenced-by-count":12,"title":["Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling"],"prefix":"10.1109","volume":"29","author":[{"given":"Yueting","family":"Zhuang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hanqi","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Xiao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fei","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiming","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhongfei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339678"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502097"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502282"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2008.4711705"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995721"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2011.941851"},{"key":"ref37","first-page":"1070","article-title":"Supervised coupled dictionary learning with group structures for multi-modal\n retrieval","author":"zhuang","year":"2013","journal-title":"Proc 27th AAAI Conf Artif Intell"},{"key":"ref36","first-page":"2407","article-title":"Learning cross-modality\n similarity for multinomial data","author":"jia","year":"2011","journal-title":"Proc 13th IEEE Int Conf Comput Vis"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556238"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540000"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646003"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367513"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.48"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312649"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.938079"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2011.125"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383072"},{"key":"ref21","first-page":"517","article-title":"Scene\n classification via pLSA","author":"bosch","year":"2006","journal-title":"Proc 9th Eur Conf Comput Vis"},{"key":"ref24","first-page":"1107","article-title":"Matching words and pictures","volume":"3","author":"barnard","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383072"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(84)90282-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/860458.860460"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/34.730558"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2393347.2396330"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1873965"},{"key":"ref10","first-page":"579","article-title":"Continuous time dynamic topic models","author":"wang","year":"2008","journal-title":"Proc 24th Conf Uncertainty Artif Intell"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3115\/1667583.1667675"},{"key":"ref40","first-page":"689","article-title":"Multimodal deep learning","author":"ngiam","year":"2011","journal-title":"Proc 28th Int Conf Mach Learn"},{"key":"ref12","first-page":"2071","article-title":"Leveraging multi-domain prior knowledge in topic models","author":"chen","year":"2013","journal-title":"Proc 23th Int Joint Conf Artif Intel"},{"key":"ref13","first-page":"633","article-title":"Mining associated text and images with dual-wing harmoniums","author":"xing","year":"2005","journal-title":"Proc 24th Conf Uncertainty Artif Intell"},{"key":"ref14","first-page":"1449","article-title":"Group and\n topic discovery from relations and their attributes","author":"wang","year":"2006","journal-title":"Proc Advances Neural Inf Process Syst"},{"key":"ref15","first-page":"121","article-title":"Supervised topic models","author":"mcauliffe","year":"2008","journal-title":"Proc Advances Neural Inf Process Syst"},{"key":"ref16","first-page":"524","article-title":"A Bayesian hierarchical model for learning natural scene categories","volume":"2","author":"fei-fei","year":"2005","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref17","first-page":"1903","article-title":"Simultaneous image classification and annotation","author":"wang","year":"2009","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref18","first-page":"823","article-title":"Bridging the\n language gap: Topic adaptation for documents with different technicality","author":"yang","year":"2011","journal-title":"Proc 14th Int Conf Artif Intell Statist"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242596"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/1037127"},{"key":"ref3","first-page":"993","article-title":"Latent\n Dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/860435.860537"},{"key":"ref5","first-page":"25","article-title":"Hierarchical\n Bayesian models for applications in information retrieval","volume":"7","author":"blei","year":"2003","journal-title":"Bayesian Statist"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1198\/016214506000000302"},{"key":"ref7","first-page":"17","article-title":"Hierarchical topic models\n and the nested Chinese restaurant process","author":"griffiths","year":"2004","journal-title":"Proc Neural Inf Process Syst"},{"key":"ref49","first-page":"381","article-title":"Robust image sentiment analysis using progressively\n trained and domain transferred deep networks","author":"you","year":"2015","journal-title":"Proc 29th AAAI Conf Artif Intell"},{"key":"ref9","first-page":"2461","article-title":"Distance dependent Chinese restaurant processes","volume":"12","author":"blei","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref46","author":"nocedal","year":"2006","journal-title":"Numerical Optimization"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007665907178"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref47","first-page":"440","article-title":"Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification","author":"blitzer","year":"2007","journal-title":"Proc 45th Annu Meeting Assoc Comput Linguistics"},{"key":"ref42","first-page":"2949","article-title":"Multimodal learning with deep Boltzmann machines","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref41","first-page":"1247","article-title":"Deep canonical correlation analysis","author":"andrew","year":"2013","journal-title":"Proc 30th Int Conf Mach Learn"},{"key":"ref44","first-page":"362","article-title":"Expectation propagation for approximate Bayesian inference","author":"minka","year":"2001","journal-title":"Proc 17th Conf Uncertainty Artif Intell"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0307752101"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/7891084\/07833066.pdf?arnumber=7833066","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:27:20Z","timestamp":1642004840000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7833066\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,1]]},"references-count":53,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2017.2658571","relation":{},"ISSN":["1041-4347"],"issn-type":[{"value":"1041-4347","type":"print"}],"subject":[],"published":{"date-parts":[[2017,5,1]]}}}