{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T06:55:16Z","timestamp":1761893716196},"reference-count":14,"publisher":"Elsevier BV","issue":"1-4","license":[{"start":{"date-parts":[[2002,10,1]],"date-time":"2002-10-01T00:00:00Z","timestamp":1033430400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neurocomputing"],"published-print":{"date-parts":[[2002,10]]},"DOI":"10.1016\/s0925-2312(01)00646-4","type":"journal-article","created":{"date-parts":[[2002,10,9]],"date-time":"2002-10-09T12:53:47Z","timestamp":1034168027000},"page":"299-311","source":"Crossref","is-referenced-by-count":42,"title":["Forecasting electricity consumption using nonlinear projection and self-organizing maps"],"prefix":"10.1016","volume":"48","author":[{"given":"A.","family":"Lendasse","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Wertz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Verleysen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/S0925-2312(01)00646-4_BIB1","series-title":"Time Series Analysis: Forecasting and Control","author":"Box","year":"1976"},{"issue":"6","key":"10.1016\/S0925-2312(01)00646-4_BIB2","doi-asserted-by":"crossref","first-page":"1355","DOI":"10.1109\/72.471372","article-title":"Neural modeling for time series: a statistical stepwise method for weight elimination","volume":"6","author":"Cottrell","year":"1995","journal-title":"IEEE Trans. Neural Networks"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB3","doi-asserted-by":"crossref","unstructured":"M. Cottrell, B. Girard, P. Rousset, Forecasting of curves using a Kohonen classification, J. Forecasting 17 (1998) 429\u2013439.","DOI":"10.1002\/(SICI)1099-131X(1998090)17:5\/6<429::AID-FOR706>3.0.CO;2-H"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB4","series-title":"International Workshop on Artificial Neural Networks","first-page":"328","article-title":"Vector quantization and projection","volume":"Vol. 686","author":"Demartines","year":"1993"},{"issue":"1","key":"10.1016\/S0925-2312(01)00646-4_BIB5","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1109\/72.554199","article-title":"Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets","volume":"8","author":"Demartines","year":"1997","journal-title":"IEEE Trans. Neural Networks"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB6","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1016\/0167-2789(83)90298-1","article-title":"Measuring the strangeness of strange attractors","volume":"56","author":"Grassberger","year":"1983","journal-title":"Physica D"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB7","series-title":"Self-organising Maps, Springer Series in Information Sciences","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-97610-0","author":"Kohonen","year":"1995"},{"issue":"1","key":"10.1016\/S0925-2312(01)00646-4_BIB8","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1051\/ejess:2000110","article-title":"Nonlinear financial time series forecasting\u2014application to the Bel20 stock market index","volume":"14","author":"Lendasse","year":"2000","journal-title":"European J. Econom. Social Systems"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB9","series-title":"System Identification\u2014Theory for User","author":"Ljung","year":"1987"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB10","first-page":"1691","article-title":"Non linear black box modeling in system identification: an unified overview","volume":"33","author":"Sjoberg","year":"1997","journal-title":"Automatica"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB11","unstructured":"F. Takens, On the Numerical Determination of the Dimension of an Attractor, Lecture Notes in Mathematics, Vol. 1125, Springer, Berlin, 1985, pp. 99\u2013106."},{"key":"10.1016\/S0925-2312(01)00646-4_BIB12","unstructured":"M.Verleysen, K. Hlavackova, An optimised RBF network for approximation of functions, Proceedings of European Symposium on Artificial Neural Networks, Belgium, 1994."},{"key":"10.1016\/S0925-2312(01)00646-4_BIB13","series-title":"Times Series Prediction: Forecasting the future and Understanding the Past","author":"Weigend","year":"1994"},{"key":"10.1016\/S0925-2312(01)00646-4_BIB14","unstructured":"P. Werbos, Beyond regression: new tools for prediction and analysis in the behavioural sciences, Ph.D. Thesis, Harvard University, 1974."}],"container-title":["Neurocomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231201006464?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231201006464?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,4,10]],"date-time":"2019-04-10T03:51:41Z","timestamp":1554868301000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0925231201006464"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,10]]},"references-count":14,"journal-issue":{"issue":"1-4","published-print":{"date-parts":[[2002,10]]}},"alternative-id":["S0925231201006464"],"URL":"https:\/\/doi.org\/10.1016\/s0925-2312(01)00646-4","relation":{},"ISSN":["0925-2312"],"issn-type":[{"value":"0925-2312","type":"print"}],"subject":[],"published":{"date-parts":[[2002,10]]}}}