{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T03:10:07Z","timestamp":1746414607323,"version":"3.40.4"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319117577"},{"type":"electronic","value":"9783319117584"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11758-4_30","type":"book-chapter","created":{"date-parts":[[2014,10,9]],"date-time":"2014-10-09T10:56:18Z","timestamp":1412852178000},"page":"274-281","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Restricted Boltzmann Machines for Gender Classification"],"prefix":"10.1007","author":[{"given":"Jordi","family":"Mansanet","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"Albiol","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Paredes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mauricio","family":"Villegas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"Albiol","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,10,10]]},"reference":[{"issue":"8","key":"30_CR1","doi-asserted-by":"publisher","first-page":"1798","DOI":"10.1109\/TPAMI.2013.50","volume":"35","author":"Y Bengio","year":"2013","unstructured":"Bengio, Y., Courville, A., Vincent, P.: Representation learning: A review and new perspectives. IEEE Trans. on PAMI 35(8), 1798\u20131828 (2013)","journal-title":"IEEE Trans. on PAMI"},{"issue":"15","key":"30_CR2","doi-asserted-by":"publisher","first-page":"2743","DOI":"10.1016\/S0167-8655(03)00117-X","volume":"24","author":"M Bressan","year":"2003","unstructured":"Bressan, M., Vitri\u00e0, J.: Nonparametric discriminant analysis and nearest neighbor classification. Pattern Recognition Letters 24(15), 2743\u20132749 (2003)","journal-title":"Pattern Recognition Letters"},{"key":"30_CR3","doi-asserted-by":"crossref","unstructured":"Buchala, S., et al.: Dimensionality reduction of face images for gender classification. In: Proceedings of the Intelligent Systems, vol. 1, pp. 88\u201393 (2004)","DOI":"10.1109\/IS.2004.1344642"},{"key":"30_CR4","doi-asserted-by":"crossref","unstructured":"Cai, D., He, X., Hu, Y., Han, J., Huang, T.: Learning a spatially smooth subspace for face recognition. In: CVPR, pp. 1\u20137 (2007)","DOI":"10.1109\/CVPR.2007.383054"},{"key":"30_CR5","unstructured":"Courville, A., Bergstra, J., Bengio, Y.: Unsupervised models of images by spike-and-slab rbms. In: ICML, pp. 1145\u20131152 (2011)"},{"key":"30_CR6","unstructured":"Huang, G.B., et al.: Labeled faces in the wild: A database for studying face recognition in unconstrained environments. Technical Report 07\u201349, Univ. of Massachusetts (October 2007)"},{"key":"30_CR7","unstructured":"Schmah, T., et al.: Generative versus discriminative training of rbms for classification of fmri images. In: NIPS, pp. 1409\u20131416 (2008)"},{"key":"30_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1007\/3-540-36181-2_49","volume-title":"Biologically Motivated Computer Vision","author":"ABA Graf","year":"2002","unstructured":"Graf, A.B.A., Wichmann, F.A.: Gender classification of human faces. In: B\u00fclthoff, H.H., Lee, S.-W., Poggio, T.A., Wallraven, C. (eds.) BMCV 2002. LNCS, vol. 2525, pp. 491\u2013500. Springer, Heidelberg (2002)"},{"key":"30_CR9","unstructured":"He, X., Niyogi, P.: Locality preserving projections. In: NIPS (2004)"},{"issue":"8","key":"30_CR10","doi-asserted-by":"publisher","first-page":"1771","DOI":"10.1162\/089976602760128018","volume":"14","author":"GE Hinton","year":"2002","unstructured":"Hinton, G.E.: Training products of experts by minimizing contrastive divergence. Neural Comput. 14(8), 1771\u20131800 (2002)","journal-title":"Neural Comput."},{"key":"30_CR11","unstructured":"Hinton, G.E.: A practical guide to training restricted boltzmann machines. Technical report, University of Toronto (2010)"},{"issue":"5786","key":"30_CR12","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1126\/science.1127647","volume":"313","author":"GE Hinton","year":"2006","unstructured":"Hinton, G.E., Salakhutdinov, R.: Reducing the dimensionality of data with neural networks. Science 313(5786), 504\u2013507 (2006)","journal-title":"Science"},{"issue":"5","key":"30_CR13","doi-asserted-by":"publisher","first-page":"707","DOI":"10.1109\/34.1000244","volume":"24","author":"B Moghaddam","year":"2002","unstructured":"Moghaddam, B., Yang, M.-H.: Learning gender with support faces. IEEE Trans. on PAMI 24(5), 707\u2013711 (2002)","journal-title":"IEEE Trans. on PAMI"},{"key":"30_CR14","unstructured":"Nair, V., Hinton, G.E.: 3d object recognition with deep belief nets. In: NIPS, pp. 1339\u20131347 (2009)"},{"key":"30_CR15","doi-asserted-by":"crossref","unstructured":"Salakhutdinov, R., Mnih, A., Hinton, G.: Restricted boltzmann machines for collaborative filtering. In: ICML, pp. 791\u2013798 (2007)","DOI":"10.1145\/1273496.1273596"},{"issue":"4","key":"30_CR16","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1016\/j.patrec.2011.05.016","volume":"33","author":"C Shan","year":"2012","unstructured":"Shan, C.: Learning local binary patterns for gender classification on real-world face images. Pattern Recognition Letters 33(4), 431\u2013437 (2012)","journal-title":"Pattern Recognition Letters"},{"key":"30_CR17","doi-asserted-by":"crossref","unstructured":"Shobeirinejad, A., Gao, Y.: Gender classification using interlaced derivative patterns. In: ICPR, pp. 1509\u20131512 (2010)","DOI":"10.1109\/ICPR.2010.1118"},{"issue":"4","key":"30_CR18","doi-asserted-by":"publisher","first-page":"633","DOI":"10.1016\/j.patrec.2010.12.002","volume":"32","author":"M Villegas","year":"2011","unstructured":"Villegas, M., Paredes, R.: Dimensionality reduction by minimizing nearest-neighbor classification error. Pattern Recognition Letters 32(4), 633\u2013639 (2011)","journal-title":"Pattern Recognition Letters"}],"container-title":["Lecture Notes in Computer Science","Image Analysis and Recognition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11758-4_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T02:44:43Z","timestamp":1746413083000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-11758-4_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319117577","9783319117584"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11758-4_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]},"assertion":[{"value":"10 October 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}