DocumentCode
3191657
Title
Interactive Fuzzy System Using CWM
Author
Verma, Nishchal K. ; Hanmandlu, M.
Author_Institution
Department of Electrical Engineering, IIT Delhi, New Delhi - 110 016, India Tel: +91-11-26596133, Fax: +91-11-26581606, E-mail: nishchal.k.verma@gmail.com
fYear
2005
fDate
11-13 Dec. 2005
Firstpage
375
Lastpage
378
Abstract
The Cluster-Weighted Modeling (CWM) is a mixture density estimator around local models. The input regions together with output regions are treated to be Gaussian serving as local models. These models are linked by a linear function involving the mixture of densities of local models. A connection between the CWM and Generalized Fuzzy Model (GFM) is established in this work for utilizing the concepts of probability theory in deriving interactive fuzzy system version of GFM.
Keywords
CWM and Additive fuzzy systems; EM Theory; GFM; GMM; Additives; Chromium; Clustering algorithms; Density functional theory; Electronic mail; Extraterrestrial measurements; Fuzzy systems; Kernel; Predictive models; Takagi-Sugeno model; CWM and Additive fuzzy systems; EM Theory; GFM; GMM;
fLanguage
English
Publisher
ieee
Conference_Titel
INDICON, 2005 Annual IEEE
Print_ISBN
0-7803-9503-4
Type
conf
DOI
10.1109/INDCON.2005.1590193
Filename
1590193
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