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Knowledge Incorporation into Neural Networks From Fuzzy Rules

✍ Scribed by Yaochu Jin; Bernhard Sendhoff


Book ID
110376267
Publisher
Springer US
Year
1999
Tongue
English
Weight
90 KB
Volume
10
Category
Article
ISSN
1370-4621

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On rule pruning using fuzzy neural netwo
✍ Nikhil R. Pal; Tandra Pal πŸ“‚ Article πŸ“… 1999 πŸ› Elsevier Science 🌐 English βš– 815 KB

Shann and Fu (SF) proposed a fuzzy neural network (FNN) for role pruning in a fuzzy controller. In this paper we first analyze the FNN of SF and discuss some of its limitations. SF attempted to eliminate redundant rules interpreting some of the connection weights as certainty factors of rules. In th