{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T05:20:27Z","timestamp":1767849627063,"version":"3.49.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,10]]},"DOI":"10.1109\/wocc.2015.7346197","type":"proceedings-article","created":{"date-parts":[[2015,12,8]],"date-time":"2015-12-08T22:20:40Z","timestamp":1449613240000},"page":"159-163","source":"Crossref","is-referenced-by-count":15,"title":["Deep belief networks for predicting corporate defaults"],"prefix":"10.1109","author":[{"given":"Shu-Hao","family":"Yeh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuan-Ju","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ming-Feng","family":"Tsai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/72.935101"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2134090"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"ref14","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553453"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2109382"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5947494"},{"key":"ref18","first-page":"1096","article-title":"Unsupervised feature learning for audio classification using convolutional deep belief networks","author":"lee","year":"0","journal-title":"Advances in Neural Information Processing Systems 2009"},{"key":"ref19","first-page":"469","article-title":"Phone recognition with the mean-covariance restricted boltzmann machine","author":"dahl","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfineco.2005.10.011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-6261.1974.tb03058.x"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-6261.2009.01495.x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/rfs\/hhn044"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2004.08.009"},{"key":"ref7","article-title":"A new approach to corporate loan default prediction from financial statements","author":"fan","year":"0","journal-title":"Proceedings Computational Finance\/Forecasting Financial Markets Conference 2000"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2307\/2490395"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.1990.137710"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2307\/2978933"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273596"},{"key":"ref22","first-page":"926","article-title":"A practical guide to training restricted boltzmann machines","author":"hinton","year":"2010","journal-title":"Momentum"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390290"},{"key":"ref24","first-page":"371","article-title":"A unified energy-based framework for unsupervised learning","author":"boureau","year":"0","journal-title":"Proceeding of International Conference on Artificial Intelligence and Statistics 2007"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760128018"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog0901_7"}],"event":{"name":"2015 24th Wireless and Optical Communication Conference (WOCC)","location":"Taipei, Taiwan","start":{"date-parts":[[2015,10,23]]},"end":{"date-parts":[[2015,10,24]]}},"container-title":["2015 24th Wireless and Optical Communication Conference (WOCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7329056\/7346101\/07346197.pdf?arnumber=7346197","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T01:10:51Z","timestamp":1498266651000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7346197\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,10]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/wocc.2015.7346197","relation":{},"subject":[],"published":{"date-parts":[[2015,10]]}}}