Title :
A fuzzy classifier system based on generalized exemplars
Author :
Lisboa, Flávia O S Sá ; Nicoletti, Maria Do Carmo ; Ramer, Arthur
Author_Institution :
IFSC - USP, Sao Carlos, Brazil
fDate :
6/23/1905 12:00:00 AM
Abstract :
This paper describes the main ideas used in the development of a fuzzy classifier system which induces fuzzy hypotheses from a set of examples described by fuzzy real numbers and an associated crisp class. It presents and discusses some results obtained using a prototype system
Keywords :
fuzzy systems; generalisation (artificial intelligence); heuristic programming; learning by example; pattern classification; crisp class; fuzzy classifier system; fuzzy hypothesis induction; fuzzy real numbers; generalized exemplars; prototype system; Australia; Classification algorithms; Euclidean distance; Fuzzy systems; Pattern classification; Performance analysis; Prototypes; Shape;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1007250
