{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T22:10:02Z","timestamp":1748643002949,"version":"3.41.0"},"reference-count":29,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,7]]},"DOI":"10.1109\/ijcnn.2015.7280589","type":"proceedings-article","created":{"date-parts":[[2015,10,1]],"date-time":"2015-10-01T21:48:02Z","timestamp":1443736082000},"page":"1-6","source":"Crossref","is-referenced-by-count":4,"title":["A novel deep learning by combining discriminative model with generative model"],"prefix":"10.1109","author":[{"given":"Sangwook","family":"Kim","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minho","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jixiang","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-42054-2_57"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0959-440X(96)80056-X"},{"key":"ref12","first-page":"4","article-title":"Probability estimates for multi-class classification by pairwise coupling","volume":"5","author":"wu","year":"2004","journal-title":"Journal of Machine Learning Research"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-89178-5.50005-1"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1007\/978-0-387-73003-5_196","article-title":"Gaussian mixture models","author":"reynolds","year":"2009","journal-title":"Encyclopedia of Biometrics"},{"article-title":"Statistical Analysis with","year":"2002","author":"little","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/79.543975"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"journal-title":"Computational Learning Theory","year":"1997","author":"anthony","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1287\/opre.43.4.570"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.007"},{"article-title":"Information processing in dynamical systems: Foundations of harmony theory","year":"1986","author":"smolensky","key":"ref4"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.04-07-510"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref6","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"The Journal of Machine Learning Research"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1007\/978-3-642-15555-0_6","article-title":"What does classifying more than 10,000 image categories tell us?","author":"deng","year":"2010","journal-title":"Computer Vision-ECCV 2010"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1080\/00031305.1992.10475878","article-title":"Explaining the Gibbs sampler","volume":"46","author":"casella","year":"1992","journal-title":"The American Statistician"},{"key":"ref8","article-title":"Deep learning using linear support vector machines","author":"tang","year":"2013","journal-title":"Workshop on Challenges in Representation Learning"},{"key":"ref7","first-page":"1058","article-title":"Regularization of neural networks using dropconnect","author":"wan","year":"2013","journal-title":"Proceedings of the 30th International Conference on Machine Learning"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.5947"},{"article-title":"Deep Support Vector Machines for Regression Problems","year":"0","author":"wiering","key":"ref9"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-3618-5_3"},{"key":"ref20","article-title":"Pima indians diabetes database","volume":"9","author":"sigillito","year":"1990","journal-title":"Applied Physics laboratory The Johns Hopkins University"},{"key":"ref22","first-page":"262","article-title":"1 Objectif","volume":"10","author":"sigillito","year":"1989","journal-title":"Networks"},{"key":"ref21","article-title":"Bupa liver disorders, 8 Grosvenor Avenue, Mapperley Park, Nottingham NG3 5DX, 0602&#x2013;621676, 1990","author":"forsyth","year":"0","journal-title":"UCI Machine Learning Repository"},{"article-title":"UCI machine learning repository","year":"2007","author":"asuncion","key":"ref24"},{"key":"ref23","article-title":"Neighbourhood components analysis","author":"jacobgoldberger","year":"2004","journal-title":"NIPS'04"},{"key":"ref26","article-title":"Multi-class support vector machines","author":"weston","year":"1998","journal-title":"CiteSeer"},{"key":"ref25","article-title":"Spam filtering with naive Bayes-which naive Bayes","author":"metsis","year":"2006","journal-title":"CEAS 2006-Third Conference on Email and Anti-Spam"}],"event":{"name":"2015 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2015,7,12]]},"location":"Killarney, Ireland","end":{"date-parts":[[2015,7,17]]}},"container-title":["2015 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7256526\/7280295\/07280589.pdf?arnumber=7280589","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T21:57:46Z","timestamp":1748642266000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7280589\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2015.7280589","relation":{},"subject":[],"published":{"date-parts":[[2015,7]]}}}