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Fuzzy clustering algorithm for latent class model

✍ Scribed by Chin-Tsai Lin; Chie-Bein Chen; Wen-Hsiang Wu


Book ID
111612265
Publisher
Springer US
Year
2004
Tongue
English
Weight
161 KB
Volume
14
Category
Article
ISSN
0960-3174

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✍ Jian-Qin Chen; Yu-Geng Xi; Zhong-Jun Zhang πŸ“‚ Article πŸ“… 1998 πŸ› Elsevier Science 🌐 English βš– 741 KB

The fuzzy model proposed by Takagi and Sugeno can represent highly nonlinear systems and is widely used for the representation of fuzzy rules. In this paper, the model is firstly modified to make its identification easier. Based on the fuzzy c-partition space, four criteria are proposed for optimiza