Title :
Some issues in system identification using clustering
Author :
Nikhil, R. ; Pal, Kuhu ; Bezdek, James C. ; Runkler, Thomas A.
Author_Institution :
Mach. Intelligence Unit, Indian Stat. Inst., Calcutta, India
Abstract :
This article surveys the use of clustering for identification of various parameters of fuzzy systems. Issues discussed include the proper domain for clustering, the clustering algorithm used, validation of clusters, and system validation
Keywords :
fuzzy systems; inference mechanisms; optimisation; parameter estimation; pattern recognition; clustering; clusters validation; fuzzy systems; identification; system validation; Data mining; Fuzzy reasoning; Fuzzy systems; Input variables; Parameter estimation; System identification; System testing;
Conference_Titel :
Neural Networks,1997., International Conference on
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-4122-8
DOI :
10.1109/ICNN.1997.614689
