What are Neuro-Fuzzy Classifiers?

What are Neuro-Fuzzy Classifiers? (1997)

by Detlef Nauck , Rudolf Kruse

Venue:	in Proc. 7th Int. Fuzzy Systems Association World Congr. IFSA’97, vol. III
Citations:	7 - 1 self

Datum	Value	Source
TITLE	What are Neuro--Fuzzy Classifiers?	SVM HeaderParse 0.1
AUTHOR NAME	Detlef Nauck	SVM HeaderParse 0.1
AUTHOR AFFIL	University of Magdeburg; Faculty of Computer Science; Institute of Information and Communication Systems	SVM HeaderParse 0.2
AUTHOR ADDR	Universitaetsplatz 2, D--39106 Magdeburg, Germany	SVM HeaderParse 0.1
AUTHOR NAME	Rudolf Kruse	SVM HeaderParse 0.1
AUTHOR AFFIL	University of Magdeburg; Faculty of Computer Science; Institute of Information and Communication Systems	SVM HeaderParse 0.2
AUTHOR ADDR	Universitaetsplatz 2, D--39106 Magdeburg, Germany	SVM HeaderParse 0.1
ABSTRACT	Neuro--fuzzy combination are considered for several years already. However, the term "neuro--fuzzy" still lacks of proper definition, and it has the flavor of a "buzz word". In this paper we try to give it a meaning in the context of fuzzy classification systems. From our point of view "neuro--fuzzy " means the employment of heuristic learning strategies derived from the domain of neural network theory to support the development of a fuzzy system. We illustrate our ideas using our NEFCLASS model which is used to create a fuzzy classification system from data. 1	SVM HeaderParse 0.1
CITATIONS	23 found	ParsCit 1.0