{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T17:59:01Z","timestamp":1784656741027,"version":"3.55.0"},"reference-count":31,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/isie.2017.8001465","type":"proceedings-article","created":{"date-parts":[[2017,8,9]],"date-time":"2017-08-09T16:27:37Z","timestamp":1502296057000},"page":"1483-1488","source":"Crossref","is-referenced-by-count":270,"title":["Deep neural networks for energy load forecasting"],"prefix":"10.1109","author":[{"given":"Kasun","family":"Amarasinghe","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel L.","family":"Marino","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Milos","family":"Manic","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref31","article-title":"Adam: A Method for Stochastic Optimization","author":"kingma","year":"2014"},{"key":"ref30","article-title":"UCI Machine Learning Repository","author":"lichman","year":"2013"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2015.11.037"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2016.2615575"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2513900"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/PECon.2012.6450336"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2011.941590"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2013.06.007"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/PESTSE.2016.7516422"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2235089"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2555788"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICPCES.2012.6508132"},{"key":"ref28","author":"goodfellow","year":"2016","journal-title":"Deep Learning MIT Press"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2013.10.022"},{"key":"ref27","author":"bengio","year":"1995","journal-title":"Convolutional Networks for Images Speech and Time Series"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2014.08.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2007.03.007"},{"key":"ref29","first-page":"315","article-title":"Deep Sparse Rectifier Neural Networks","author":"glorot","year":"2011","journal-title":"PMLR"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2012.12.009"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2015.7392809"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2015.7392953"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.segan.2016.02.005"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2015.2513749"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2011.05.024"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2014.032014.00094"},{"key":"ref22","article-title":"Conditional Restricted Boltzmann Machines for Structured Output Prediction","author":"mnih","year":"2012"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2016.07.090"},{"key":"ref23","first-page":"1025","article-title":"Two Distributed-State Models For Generating High-Dimensional Time Series","volume":"12","author":"taylor","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2016.7793413"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CIEL.2014.7015739"}],"event":{"name":"2017 IEEE 26th International Symposium on Industrial Electronics (ISIE)","location":"Edinburgh, United Kingdom","start":{"date-parts":[[2017,6,19]]},"end":{"date-parts":[[2017,6,21]]}},"container-title":["2017 IEEE 26th International Symposium on Industrial Electronics (ISIE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7994774\/8000791\/08001465.pdf?arnumber=8001465","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,8,23]],"date-time":"2017-08-23T19:54:27Z","timestamp":1503518067000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8001465\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/isie.2017.8001465","relation":{},"subject":[],"published":{"date-parts":[[2017,6]]}}}