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A functional neural fuzzy network for classification applications

✍ Scribed by Chi-Feng Wu; Cheng-Jian Lin; Chi-Yung Lee


Book ID
108130653
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
495 KB
Volume
38
Category
Article
ISSN
0957-4174

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We propose a multigroup classification algorithm based on a hybrid fuzzy neural net framework. A key feature of the approach is the adaptation of membership functions to new data. In this way, learning is reflected in the shape of the membership functions. By defining separate membership functions f