{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T17:51:19Z","timestamp":1773683479052,"version":"3.50.1"},"reference-count":19,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011,7]]},"DOI":"10.1109\/ijcnn.2011.6033368","type":"proceedings-article","created":{"date-parts":[[2011,10,6]],"date-time":"2011-10-06T13:24:17Z","timestamp":1317907457000},"page":"1259-1266","source":"Crossref","is-referenced-by-count":30,"title":["Forecasting exchange rate with deep belief networks"],"prefix":"10.1109","author":[{"given":"Jing","family":"Chao","sequence":"first","affiliation":[]},{"given":"Furao","family":"Shen","sequence":"additional","affiliation":[]},{"given":"Jinxi","family":"Zhao","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553453"},{"key":"ref12","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":"ref13","first-page":"1481","article-title":"Exponential family harmoniums with an application to information retrieval","volume":"17","author":"welling","year":"2005","journal-title":"Advances in neural information processing systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(01)00097-1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1049\/ip-vis:20030362"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-46084-5_58"},{"key":"ref17","first-page":"452","article-title":"Continuous sigmoidal belief networks trained using slice sampling","volume":"9","author":"frey","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref18","first-page":"495","article-title":"Neural network forecasting of the British pound\/US dollar exchange rate","volume":"26","author":"gioqinang","year":"1998","journal-title":"International Journal of Management Sxience"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.04-07-510"},{"key":"ref4","first-page":"875","article-title":"Generalization by weight-elimination with application to forecasting","volume":"3","author":"weigend","year":"1991","journal-title":"Advances in neural information processing systems"},{"key":"ref3","first-page":"395","article-title":"Predicting sunspots and exchange rates with connectionist networks","author":"weigend","year":"1992","journal-title":"Nonlinear Modeling and Forecasting"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/jae.3950100403"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1988.23959"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1593105.1593121"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpolmod.2006.01.005"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02551274"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/for.838"}],"event":{"name":"2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose)","location":"San Jose, CA, USA","start":{"date-parts":[[2011,7,31]]},"end":{"date-parts":[[2011,8,5]]}},"container-title":["The 2011 International Joint Conference on Neural Networks"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6022827\/6033131\/06033368.pdf?arnumber=6033368","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T03:35:21Z","timestamp":1497929721000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6033368\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,7]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2011.6033368","relation":{},"subject":[],"published":{"date-parts":[[2011,7]]}}}