{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:10:21Z","timestamp":1775067021764,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2013,3,1]],"date-time":"2013-03-01T00:00:00Z","timestamp":1362096000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Smart Grid"],"published-print":{"date-parts":[[2013,3]]},"DOI":"10.1109\/tsg.2012.2235089","type":"journal-article","created":{"date-parts":[[2013,2,6]],"date-time":"2013-02-06T19:02:40Z","timestamp":1360177360000},"page":"549-556","source":"Crossref","is-referenced-by-count":197,"title":["Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression"],"prefix":"10.1109","volume":"4","author":[{"given":"Luca","family":"Ghelardoni","sequence":"first","affiliation":[]},{"given":"Alessandro","family":"Ghio","sequence":"additional","affiliation":[]},{"given":"Davide","family":"Anguita","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","article-title":"K-fold cross validation for error rate estimate in support vector machines","author":"anguita","year":"2009","journal-title":"Proc Int Conf Data Mining"},{"key":"ref38","author":"hsu","year":"2003","journal-title":"A Practical Guide to Support Vector Classification"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2004.835679"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CSICC.2009.5349440"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCES.2006.320491"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-23471-3_12"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.2003.1123"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1190\/1.1820932"},{"key":"ref35","first-page":"366","author":"takens","year":"1981","journal-title":"Dynamical Systems and Turbulence"},{"key":"ref34","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/WICOM.2007.1316"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2007.12.006"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2009.2016609"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.4324\/9780203491683","author":"chatfield","year":"2003","journal-title":"The Analysis of Time Series An Introduction"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.42.7.1082"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.138"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2009.5179034"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2216900"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.08.019"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC.2009.248"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/72.788640"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISAP.2009.5352922"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2011.941588"},{"key":"ref27","year":"2003","journal-title":"Empirical mode decomposition for analyzing acoustic signal"},{"key":"ref3","year":"2008","journal-title":"The Smart Grid An Introduction"},{"key":"ref6","author":"lacommare","year":"0"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/er.1187"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/PES.2009.5275224"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2008.497"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2010.2078842"},{"key":"ref2","year":"2007","journal-title":"Public Law 110140Energy Independence and Security Act"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.129"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2011.2125930"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref22","article-title":"Empirical mode decomposition: A useful technique for neuroscience?","author":"liu","year":"2002","journal-title":"Computational Journal Club"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ISDA.2008.287"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2010.2040176"},{"key":"ref24","author":"benedetto","year":"1994","journal-title":"Wavelets Mathematics and Applications"},{"key":"ref41","year":"0","journal-title":"European Network on Intelligent Technologies for Smart Adaptive Systems"},{"key":"ref23","author":"papoulis","year":"1960","journal-title":"The Fourier Transform and Its Applications"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1998.0193"},{"key":"ref25","author":"jolliffe","year":"2002","journal-title":"Principal Component Analysis"}],"container-title":["IEEE Transactions on Smart Grid"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5165411\/6471805\/06451179.pdf?arnumber=6451179","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,7]],"date-time":"2022-02-07T22:35:34Z","timestamp":1644273334000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6451179\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,3]]},"references-count":42,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tsg.2012.2235089","relation":{},"ISSN":["1949-3053","1949-3061"],"issn-type":[{"value":"1949-3053","type":"print"},{"value":"1949-3061","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,3]]}}}