{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,26]],"date-time":"2024-08-26T22:27:27Z","timestamp":1724711247225},"reference-count":40,"publisher":"Elsevier BV","issue":"13","license":[{"start":{"date-parts":[[2009,6,1]],"date-time":"2009-06-01T00:00:00Z","timestamp":1243814400000},"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":["Information Sciences"],"published-print":{"date-parts":[[2009,6]]},"DOI":"10.1016\/j.ins.2008.10.016","type":"journal-article","created":{"date-parts":[[2008,11,11]],"date-time":"2008-11-11T07:35:11Z","timestamp":1226388911000},"page":"2175-2193","source":"Crossref","is-referenced-by-count":247,"title":["A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks"],"prefix":"10.1016","volume":"179","author":[{"given":"Juan R.","family":"Castro","sequence":"first","affiliation":[]},{"given":"Oscar","family":"Castillo","sequence":"additional","affiliation":[]},{"given":"Patricia","family":"Melin","sequence":"additional","affiliation":[]},{"given":"Antonio","family":"Rodr\u00edguez-D\u00edaz","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.ins.2008.10.016_bib1","series-title":"Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence","author":"Jang","year":"1996"},{"key":"10.1016\/j.ins.2008.10.016_bib2","series-title":"Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions","author":"Mendel","year":"2001"},{"issue":"3","key":"10.1016\/j.ins.2008.10.016_bib3","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1109\/34.75517","article-title":"Neurocomputations in relational systems","volume":"PAMI-13","author":"Pedrycz","year":"1991","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10.1016\/j.ins.2008.10.016_bib4","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1109\/91.251926","article-title":"Fuzzy-set based model of neurons and knowledge-based networks","volume":"1","author":"Pedrycz","year":"1993","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.1016\/j.ins.2008.10.016_bib5","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","article-title":"Fuzzy sets","volume":"8","author":"Zadeh","year":"1965","journal-title":"Information and Control"},{"issue":"1","key":"10.1016\/j.ins.2008.10.016_bib6","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1109\/TSMC.1973.5408575","article-title":"Outline of a new approach to the analysis of complex systems and decision processes","volume":"3","author":"Zadeh","year":"1973","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"10.1016\/j.ins.2008.10.016_bib7","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/0020-0255(75)90036-5","article-title":"The concept of a linguistic variable and its application to approximate reasoning: Parts 1\u20133","volume":"8","author":"Zadeh","year":"1975","journal-title":"Information Sciences"},{"issue":"4","key":"10.1016\/j.ins.2008.10.016_bib8","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1109\/2.53","article-title":"Fuzzy logic","volume":"1","author":"Zadeh","year":"1988","journal-title":"Computer"},{"key":"10.1016\/j.ins.2008.10.016_bib9","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1109\/69.43406","article-title":"Knowledge representation in fuzzy logic","volume":"1","author":"Zadeh","year":"1989","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.1016\/j.ins.2008.10.016_bib10","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1109\/91.493904","article-title":"Fuzzy logic=computing with words","volume":"2","author":"Zadeh","year":"1996","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.1016\/j.ins.2008.10.016_bib11","series-title":"An Introduction to Type-2 Fuzzy Logic Systems","author":"Karnik","year":"1998"},{"key":"10.1016\/j.ins.2008.10.016_bib12","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1109\/91.873577","article-title":"Interval type-2 fuzzy logic systems: theory and design","volume":"8","author":"Liang","year":"2000","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.1016\/j.ins.2008.10.016_bib13","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1016\/S0019-9958(76)80011-3","article-title":"Some properties of fuzzy sets of type-2","volume":"31","author":"Mizumoto","year":"1976","journal-title":"Information and Control"},{"key":"10.1016\/j.ins.2008.10.016_bib14","unstructured":"Juan R. Castro, Hybrid intelligent architecture development for time series forecasting, Masters Degree Thesis, Tijuana Institute of Technology, December 2005."},{"key":"10.1016\/j.ins.2008.10.016_bib15_1","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/0165-0114(88)90113-3","article-title":"Structure identification of fuzzy model","volume":"28","author":"Sugeno","year":"1988","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2008.10.016_bib15_2","series-title":"Industrial Applications of Fuzzy Control","author":"Sugeno","year":"1985"},{"key":"10.1016\/j.ins.2008.10.016_bib16","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1109\/TSMC.1985.6313399","article-title":"Fuzzy identification of systems and its applications to modeling and control","volume":"15","author":"Takagi","year":"1985","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"10.1016\/j.ins.2008.10.016_bib17","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1126\/science.267326","article-title":"Oscillation and chaos in physiological control systems","volume":"197","author":"Mackey","year":"1977","journal-title":"Science"},{"key":"10.1016\/j.ins.2008.10.016_bib18","unstructured":"S. Lapedes, R. Farber, Nonlinear signal processing using neural networks: prediction and system modeling, Technical Report LA-UR-87-2662, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, 1987."},{"key":"10.1016\/j.ins.2008.10.016_bib19","series-title":"Proceedings of the 1990 Connectionist Models Summer School","first-page":"117","article-title":"Predicting the Mackey\u2013Glass time series with cascade-correlation learning","author":"Crowder","year":"1990"},{"key":"10.1016\/j.ins.2008.10.016_bib20","series-title":"Studies in Fuzziness and Soft Computing","first-page":"1","article-title":"Intelligent systems: architectures and perspectives, recent advances in intelligent paradigms and applications","author":"Abraham","year":"2002"},{"key":"10.1016\/j.ins.2008.10.016_bib21","series-title":"Studies in Fuzziness and Soft Computing","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1007\/978-3-7908-1770-6","article-title":"Neuro-fuzzy paradigms for intelligent energy management, innovations in intelligent systems: design, management and applications","author":"Abraham","year":"2003"},{"key":"10.1016\/j.ins.2008.10.016_bib22","series-title":"Proceedings of ACM Symposium on Applied Computing","first-page":"461","article-title":"NEFCLASS: a neuro-fuzzy approach for the classification of data","author":"Nauck","year":"1995"},{"key":"10.1016\/j.ins.2008.10.016_bib23","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1016\/S0165-0114(97)00009-2","article-title":"A neuro-fuzzy method to learn fuzzy classification rules from data","volume":"89","author":"Nauck","year":"1997","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2008.10.016_bib24","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/S0165-0114(98)00169-9","article-title":"Neuro-fuzzy systems for function approximation","volume":"101","author":"Nauck","year":"1999","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/j.ins.2008.10.016_bib25","unstructured":"R.R. Yager, D.P. Filev, Adaptive defuzzication for fuzzy system modeling, in: Proceedings of the Workshop of the North American Fuzzy Information Processing Society, 1992, pp. 135\u2013142."},{"key":"10.1016\/j.ins.2008.10.016_bib26","doi-asserted-by":"crossref","unstructured":"Juan R. Castro, O. Castillo, P. Melin, Building fuzzy inference systems with the interval type-2 fuzzy logic toolbox, in: Proceedings of IFSA 2007, vol. 41, Part I, 2007, pp. 53\u201362.","DOI":"10.1007\/978-3-540-72432-2_7"},{"key":"10.1016\/j.ins.2008.10.016_bib27","unstructured":"P. Werbos, Beyond regression: new tools for prediction and analysis in the behavioral sciences, Ph.D. Thesis, Harvard University, 1974."},{"issue":"1","key":"10.1016\/j.ins.2008.10.016_bib28","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/72.80202","article-title":"Identification and control of dynamical systems using neural networks","volume":"1","author":"Narendra","year":"1990","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/j.ins.2008.10.016_bib29","series-title":"Neural Network Design","author":"Hagan","year":"1996"},{"issue":"10","key":"10.1016\/j.ins.2008.10.016_bib30","doi-asserted-by":"crossref","first-page":"2023","DOI":"10.1016\/j.ins.2006.10.004","article-title":"Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic","volume":"177","author":"Sep\u00falveda","year":"2007","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2008.10.016_bib31","series-title":"Analysis and Design of Intelligent Systems using Soft Computing Techniques","first-page":"45","article-title":"An efficient computational method to implement type-2 fuzzy logic in control applications","volume":"vol. 5","author":"Sepulveda","year":"2007"},{"issue":"6","key":"10.1016\/j.ins.2008.10.016_bib32","doi-asserted-by":"crossref","first-page":"1696","DOI":"10.1016\/j.ins.2007.10.019","article-title":"Design of interval type-2 fuzzy sliding-mode controller","volume":"178","author":"Hsiao","year":"2008","journal-title":"Information Sciences"},{"issue":"23","key":"10.1016\/j.ins.2008.10.016_bib33","doi-asserted-by":"crossref","first-page":"5378","DOI":"10.1016\/j.ins.2007.07.012","article-title":"Uncertainty measures for interval type-2 fuzzy sets","volume":"77","author":"Wu","year":"2007","journal-title":"Information Sciences"},{"issue":"2","key":"10.1016\/j.ins.2008.10.016_bib34","doi-asserted-by":"crossref","first-page":"360","DOI":"10.1016\/j.ins.2006.03.003","article-title":"New results about the centroid of an interval type-2 fuzzy set, including the centroid of a fuzzy granule","volume":"177","author":"Mendel","year":"2007","journal-title":"Information Sciences"},{"issue":"1","key":"10.1016\/j.ins.2008.10.016_bib35","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.ins.2006.05.003","article-title":"Advances in type-2 fuzzy sets and systems","volume":"177","author":"Mendel","year":"2007","journal-title":"Information Sciences"},{"issue":"7","key":"10.1016\/j.ins.2008.10.016_bib36","doi-asserted-by":"crossref","first-page":"1543","DOI":"10.1016\/j.ins.2006.07.022","article-title":"An intelligent hybrid approach for industrial quality control combining neural networks, fuzzy logic and fractal theory","volume":"177","author":"Melin","year":"2007","journal-title":"Information Sciences"},{"issue":"1\u20134","key":"10.1016\/j.ins.2008.10.016_bib37","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/S0020-0255(99)00067-5","article-title":"Applications of type-2 fuzzy logic systems to forecasting of time-series","volume":"120","author":"Karnik","year":"1999","journal-title":"Information Sciences"},{"key":"10.1016\/j.ins.2008.10.016_bib38","unstructured":"W. Pedrycz, J. Szymanski, S. Frimpong, A generalized granular multiplexer, in: International Conference on Applied Simulation and Modelling ASM 2000, July 24\u201326, Banff, 2000."},{"key":"10.1016\/j.ins.2008.10.016_bib39","unstructured":"W. Pedrycz, M.H. Smith, Information granulation: percepts and their stability, in: Proceedings of the IEEE Conference on Fuzzy Systems, San Antonio, 7\u201310 May, 2000, pp. 83\u201388."}],"container-title":["Information Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S002002550800426X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S002002550800426X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2021,9,20]],"date-time":"2021-09-20T11:01:58Z","timestamp":1632135718000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S002002550800426X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6]]},"references-count":40,"journal-issue":{"issue":"13","published-print":{"date-parts":[[2009,6]]}},"alternative-id":["S002002550800426X"],"URL":"https:\/\/doi.org\/10.1016\/j.ins.2008.10.016","relation":{},"ISSN":["0020-0255"],"issn-type":[{"value":"0020-0255","type":"print"}],"subject":[],"published":{"date-parts":[[2009,6]]}}}