An overview of membership function generation techniques for pattern recognition
نویسندگان
چکیده
منابع مشابه
A study on techniques for the automatic generation of membership functions for pattern recognition
The task of automatically generating suitable membership functions from data is fundamental for the appropriate performance of fuzzy systems that use a fuzzy rule base. In this paper we provide an overview of some methods found in the literature, which are based on heuristics, hybrid methods, fuzzy clustering algorithms, neural networks, genetic algorithms, and the entropy and fuzzy Kappa index...
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ژورنال
عنوان ژورنال: International Journal of Approximate Reasoning
سال: 1998
ISSN: 0888-613X
DOI: 10.1016/s0888-613x(98)10017-8