{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T17:09:55Z","timestamp":1760548195784},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540630470"},{"type":"electronic","value":"9783540690740"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1997]]},"DOI":"10.1007\/bfb0032594","type":"book-chapter","created":{"date-parts":[[2005,12,1]],"date-time":"2005-12-01T07:49:13Z","timestamp":1133423353000},"page":"1334-1343","source":"Crossref","is-referenced-by-count":14,"title":["Short-term peak load forecasting: Statistical methods versus Artificial Neural Networks"],"prefix":"10.1007","author":[{"given":"F. J.","family":"Mar\u00edn","sequence":"first","affiliation":[]},{"given":"F.","family":"Sandoval","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2005,6,18]]},"reference":[{"issue":"n.4","key":"137_CR1","doi-asserted-by":"crossref","first-page":"1484","DOI":"10.1109\/59.41700","volume":"5","author":"S. Moghram","year":"1989","unstructured":"Moghram, S. and S. Rahman, \u201cAnalysis and Evaluation of Five Short-term Load Forecasting Techniques\u201d, IEEE Trans. on Power Systems, v. 5, n. 4, 1989, pp. 1484\u20131491.","journal-title":"IEEE Trans. on Power Systems"},{"key":"137_CR2","doi-asserted-by":"crossref","unstructured":"Brockwell, P.J. and R.A. Davis, Time series: Theory and Methods, Springer-Verlag, 2nd Edition, 1991.","DOI":"10.1007\/978-1-4419-0320-4"},{"issue":"n.1","key":"137_CR3","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1049\/ip-gtd:19960110","volume":"143","author":"H.K. Temraz","year":"1996","unstructured":"Temraz, H.K., Salama, M.M.A. and V.H. Quintana, \u201cApplication of the Decomposition Technique for Forecasting the load of a Large Electric Power Network\u201d, IEE Procs. Gener. Transm. Distrib., v.143, n.1, 1996, 13\u201318.","journal-title":"IEE Procs. Gener. Transm. Distrib."},{"key":"137_CR4","unstructured":"Tang, Z. and P. Fishwick, \u201cFeed-forward Neural Nets as Models for Time Series Forecasting\u201d, U. Florida, working paper UF-CIS-TR-91-008, 1991."},{"issue":"n.1","key":"137_CR5","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1109\/59.373948","volume":"10","author":"O. Mohammed","year":"1995","unstructured":"Mohammed, O., et al., \u201cPractical experiences with an adaptive neural network short-term load forecasting system\u201d, IEEE Trans. on Power Systems, v. 10, n. 1, 1995, pp. 254\u2013265.","journal-title":"IEEE Trans. on Power Systems"},{"issue":"n.6","key":"137_CR6","doi-asserted-by":"crossref","first-page":"1355","DOI":"10.1109\/72.471372","volume":"6","author":"M. Cottrell","year":"1995","unstructured":"Cottrell, M., Girard, B., Girard, Y., Mangeas, M., Muller, C, \u201cNeural Modeling for Time Series: A Statistical Stepwise Method for Weight Elimination\u201d, IEEE Trans. on Neural Networks, v. 6, n. 6, 1995, pp. 1355\u20131364.","journal-title":"IEEE Trans. on Neural Networks"},{"issue":"n.2","key":"137_CR7","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1109\/72.485683","volume":"7","author":"Y.R. Park","year":"1996","unstructured":"Park, Y.R., Murray, T.J., and Ch. Chen, \u201c Predicting Sun Spots using a Layered Perceptron Neural Network\u201d, IEEE Trans. on Neural Networks, v. 7, n. 2, 1996, pp.501\u2013505.","journal-title":"IEEE Trans. on Neural Networks"},{"key":"137_CR8","unstructured":"Mar\u00edn, F.J. and F. Sandoval, \u201cElectric Load Forecasting with Genetic Neural Networks\u201d, aceppted for publication in ICANNGA'97."},{"key":"137_CR9","doi-asserted-by":"crossref","first-page":"837","DOI":"10.1109\/IJCNN.1991.155287","volume":"1","author":"A.S. Weigend","year":"1991","unstructured":"Weigend, A.S., Rumelhart, D.E., and B.A., Huberman, \u201cGeneralization by weight-elimination applied to currency exchange rate prediction\u201d, in Proc. Int. Joint Conf. Neural Networks, Seattle, WA, v. 1, 1991, pp. 837\u2013841.","journal-title":"Proc. Int. Joint Conf. Neural Networks, Seattle, WA"},{"key":"137_CR10","volume-title":"User's Guide, Version 6","author":"SAS\/ETS","year":"1988","unstructured":"SAS\/ETS, User's Guide, Version 6, SAS Institute Inc., USA, 1988."},{"key":"137_CR11","volume-title":"Neural Network Toolbox, User's Guide","author":"MATLAB","year":"1994","unstructured":"MATLAB, Neural Network Toolbox, User's Guide, MathWorks, Inc., USA, 1994."},{"key":"137_CR12","doi-asserted-by":"crossref","unstructured":"Widrow, B. and M.E. Hoff, \u201cAdaptive switching circuits\u201d, IRE WESTCON Convention Record, 1960, pp. 96\u2013104.","DOI":"10.21236\/AD0241531"},{"key":"137_CR13","first-page":"310","volume":"1","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E. y Williams, R.J., \u201cLearning internal representations by error propagation\u201d, Parallel Distributed Proccessing, v. 1, 1986, 310\u2013362.","journal-title":"Parallel Distributed Proccessing"},{"issue":"n.6","key":"137_CR14","doi-asserted-by":"crossref","first-page":"989","DOI":"10.1109\/72.329697","volume":"5","author":"M.T. Hagan","year":"1994","unstructured":"Hagan, M.T. y Menhaj, M.B., \u201cTraining Feedforward Networks with the Marquardt Algorithm\u201d, IEEE Transactions on Neural Networks, v. 5, n. 6, 1994, pp. 989\u2013993.","journal-title":"IEEE Transactions on Neural Networks"},{"key":"137_CR15","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1207\/s15516709cog1402_1","volume":"14","author":"J.L. Elman","year":"1990","unstructured":"Elman, J.L., \u201cFinding structure in time\u201d, Cognitive Science, v. 14, 1990, pp. 179\u2013211.","journal-title":"Cognitive Science"}],"container-title":["Lecture Notes in Computer Science","Biological and Artificial Computation: From Neuroscience to Technology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BFb0032594","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,8]],"date-time":"2019-04-08T15:52:00Z","timestamp":1554738720000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BFb0032594"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1997]]},"ISBN":["9783540630470","9783540690740"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/bfb0032594","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[1997]]}}}