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
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;
Conference_Titel :
INDICON, 2005 Annual IEEE
Print_ISBN :
0-7803-9503-4
DOI :
10.1109/INDCON.2005.1590193
