Journal ArticleDOI
Neural networks and fuzzy systems
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This article is published in Journal of the Acoustical Society of America.The article was published on 1998-05-27. It has received 2443 citations till now. The article focuses on the topics: Neuro-fuzzy & Time delay neural network.read more
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Journal ArticleDOI
A possibilistic approach to clustering
TL;DR: An appropriate objective function whose minimum will characterize a good possibilistic partition of the data is constructed, and the membership and prototype update equations are derived from necessary conditions for minimization of the criterion function.
Journal ArticleDOI
A Survey on Analysis and Design of Model-Based Fuzzy Control Systems
TL;DR: A survey on recent developments (or state of the art) of analysis and design of model based fuzzy control systems based on the so-called Takagi-Sugeno fuzzy models or fuzzy dynamic models.
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Forecasting enrollments with fuzzy time series—part II
Qiang Song,Brad S. Chissom +1 more
TL;DR: The forecast of the enrollments of the University of Alabama is carried out and a fuzzy time series model is developed using historical data, which is tested on the basis of its robustness andvantages and problems.
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An online self-constructing neural fuzzy inference network and its applications
Chia-Feng Juang,Chin-Teng Lin +1 more
TL;DR: A linear transformation for each input variable can be incorporated into the network so that much fewer rules are needed or higher accuracy can be achieved.
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Induction of fuzzy decision trees
Yufei Yuan,Michael J. Shaw +1 more
TL;DR: A fuzzy decision tree induction method, which is based on the reduction of classification ambiguity with fuzzy evidence, is developed, which represents classification knowledge more naturally to the way of human thinking and are more robust in tolerating imprecise, conflict, and missing information.