{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T03:31:48Z","timestamp":1729654308446,"version":"3.28.0"},"reference-count":33,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,7]]},"DOI":"10.1109\/ijcnn.2014.6889447","type":"proceedings-article","created":{"date-parts":[[2014,9,10]],"date-time":"2014-09-10T14:30:33Z","timestamp":1410359433000},"page":"1622-1629","source":"Crossref","is-referenced-by-count":6,"title":["Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction"],"prefix":"10.1109","author":[{"given":"Guo-Sen","family":"Xie","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu-Yao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan-Ming","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheng-Lin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"19","first-page":"412","article-title":"Learning a nonlinear embedding by preserving class neighbourhood structure","author":"salakhutdinov","year":"2007","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2162429"},{"key":"18","first-page":"639","article-title":"Neural networks: Tricks of the trade","author":"weston","year":"2012","journal-title":"Deep Learning Via Semi-supervised Embedding"},{"key":"33","first-page":"177","article-title":"Out-of-sample extensions for LLE, Isomap, MDS, eigenmaps, and spectral clustering","volume":"16","author":"bengio","year":"2004","journal-title":"Advances in neural information processing systems"},{"key":"15","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"14","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Science"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390224"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2183645"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143958"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40994-3_14"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"journal-title":"Introduction to statistical pattern recognition","year":"1990","author":"fukunaga","key":"23"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/34.598228"},{"journal-title":"The MNIST Database of Handwritten Digits","year":"0","author":"lecun","key":"25"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.1997.620583"},{"key":"27","first-page":"509","article-title":"Inductive principles for restricted Boltzmann machine learning","author":"marlin","year":"2010","journal-title":"Proc Int Conf Artificial Intelligence Statistics"},{"year":"0","key":"28"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.190669"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760128018"},{"key":"10","first-page":"1339","article-title":"3D object recognition with deep belief nets","author":"nair","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"1","first-page":"282","article-title":"Parallel distributed processing: Explorations in the microstructure of cognition","author":"hinton","year":"1986","journal-title":"Learning and relearning in Boltzmann machines"},{"journal-title":"Spectral regression A regression framework for efficient regularized subspace learning","year":"2009","author":"cai","key":"30"},{"key":"7","first-page":"1","article-title":"Exploring strategies for training deep neural networks","volume":"1","author":"larochelle","year":"2009","journal-title":"Journal of Machine Learning Research"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2008.11.006"},{"key":"32","article-title":"A practical guide to training restricted Boltzmann machines","author":"hinton","year":"2010","journal-title":"Momentum"},{"key":"5","first-page":"153","article-title":"Greedy layerwise training of deep networks","volume":"19","author":"bengio","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383054"},{"key":"4","first-page":"448","article-title":"Deep Boltzmann machines","volume":"5","author":"salakhutdinov","year":"2009","journal-title":"Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics"},{"key":"9","first-page":"873","article-title":"Sparse deep belief net model for visual area V2","author":"lee","year":"2008","journal-title":"Advances in neural information processing systems"},{"key":"8","first-page":"1137","article-title":"Efficient learning of sparse representations with an energy-based model","author":"ranzato","year":"2006","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2014 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2014,7,6]]},"location":"Beijing, China","end":{"date-parts":[[2014,7,11]]}},"container-title":["2014 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6880678\/6889358\/06889447.pdf?arnumber=6889447","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,14]],"date-time":"2020-10-14T14:42:31Z","timestamp":1602686551000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6889447"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,7]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2014.6889447","relation":{},"subject":[],"published":{"date-parts":[[2014,7]]}}}