{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T20:18:16Z","timestamp":1725567496452},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642155338"},{"type":"electronic","value":"9783642155345"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15534-5_18","type":"book-chapter","created":{"date-parts":[[2010,10,5]],"date-time":"2010-10-05T12:32:17Z","timestamp":1286281937000},"page":"287-301","source":"Crossref","is-referenced-by-count":4,"title":["Chaotic Time Series Prediction Using Ensembles of ANFIS"],"prefix":"10.1007","author":[{"given":"Jesus","family":"Soto","sequence":"first","affiliation":[]},{"given":"Oscar","family":"Castillo","sequence":"additional","affiliation":[]},{"given":"Jos\u00e9","family":"Soria","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"18_CR1","unstructured":"Brocklebank, J.C., Dickey, D.A.: SAS for Forecasting Series, pp. 6\u2013140. SAS Insitute Inc., Cary (2003)"},{"key":"18_CR2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/b97391","volume-title":"Introduction to Time Series and Forecasting","author":"P.D. Brockwell","year":"2002","unstructured":"Brockwell, P.D., Richard, A.D.: Introduction to Time Series and Forecasting, pp. 1\u2013219. Springer, New York (2002)"},{"key":"18_CR3","first-page":"363","volume-title":"A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction","author":"J. Castro","year":"2008","unstructured":"Castro, J., Castillo, O., Melin, P., Rodriguez, A.: A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction, vol.\u00a015a, pp. 363\u2013386. Springer, Heidelberg (2008)"},{"issue":"2","key":"18_CR4","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/S0165-0114(96)00254-0","volume":"94","author":"D. Filev","year":"1998","unstructured":"Filev, D., Yager, R.: On the issue of obtaining OWA operador weights. Fuzzy Sets and Systems\u00a094(2), 157\u2013169 (1998)","journal-title":"Fuzzy Sets and Systems"},{"key":"18_CR5","unstructured":"Jang, J.-S.R.: Fuzzy modeling using generalized neural networks and Kalman fliter algorithm. In: Proc. of the Ninth National Conference on Artificial Intelligence, AAAI 1991, pp. 762\u2013767 (1991)"},{"key":"18_CR6","unstructured":"Jang., J.-S.R.: Rule extraction using generalized Neural Networks. In: Proc. of the 4th IFSA Wolrd Congress, pp. 82\u201386 (1991)"},{"key":"18_CR7","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1109\/21.256541","volume":"23","author":"J.-S.R. Jang","year":"1992","unstructured":"Jang, J.-S.R.: ANFIS: Adaptive-network-based fuzzy inference systems. IEEE Trans. on Systems, Man, and Cybernetics\u00a023, 665\u2013685 (1992)","journal-title":"IEEE Trans. on Systems, Man, and Cybernetics"},{"key":"18_CR8","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1126\/science.267326","volume":"197","author":"M.C. Mackey","year":"1997","unstructured":"Mackey, M.C., Glass, L.: Oascillation and chaos in physiological control systems. Science\u00a0197, 287\u2013289 (1997)","journal-title":"Science"},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Mackey, M.C.: Mackey-Glass. McGill University, Canada (September 5, 2009), http:\/\/www.scholarpedia.org\/-article\/Mackey-Glass_equation","DOI":"10.4249\/scholarpedia.6908"},{"key":"18_CR10","unstructured":"MATLAB 2007, Historical Mackey Glass data (September 1, 2008)"},{"key":"18_CR11","doi-asserted-by":"crossref","first-page":"318","DOI":"10.7551\/mitpress\/5236.001.0001","volume-title":"Parallel Distributed Processing: Explorations in the Microstructure of Cognition","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning internal representations by error propagation. In: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, vol.\u00a01, pp. 318\u2013362. MIT Press, Cambridge (1986)"},{"key":"18_CR12","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1109\/TSMC.1985.6313399","volume":"15","author":"T. Takagi","year":"1985","unstructured":"Takagi, T., Sugeno, M.: Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. on Systems, Man, and Cybernetics\u00a015, 116\u2013132 (1985)","journal-title":"IEEE Trans. on Systems, Man, and Cybernetics"},{"key":"18_CR13","doi-asserted-by":"crossref","unstructured":"Takagi, T., Sugeno, M.: Derivation of fuzzy control rules from human operation control actions. In: Proc. of the IFAC Symp. on Fuzzy Information, Knowledge Representation and Decision Analysis, pp. 55\u201360 (1983)","DOI":"10.1016\/S1474-6670(17)62005-6"},{"issue":"4","key":"18_CR14","first-page":"97","volume":"18","author":"G.D. Thomas","year":"1997","unstructured":"Thomas, G.D.: Machine Learning Research: Four Current Directions. Artificial Intelligence, Magazine\u00a018(4), 97\u2013136 (1997)","journal-title":"Artificial Intelligence, Magazine"},{"key":"18_CR15","unstructured":"Werbos, P.: Beyond regression: New tools for prediction and analysis in the behavioral sciences. PhD thesis, Harvard University (1974)"},{"issue":"1-2","key":"18_CR16","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/S0004-3702(02)00190-X","volume":"137","author":"Z.-H. Zhou","year":"2002","unstructured":"Zhou, Z.-H., Wu, J., Tang, W.: Ensembling neural networks: many could be better than all. Artificial Intelligence\u00a0137(1-2), 239\u2013263 (2002)","journal-title":"Artificial Intelligence"}],"container-title":["Studies in Computational Intelligence","Soft Computing for Intelligent Control and Mobile Robotics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15534-5_18.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T12:57:17Z","timestamp":1619787437000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15534-5_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642155338","9783642155345"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15534-5_18","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2010]]}}}