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A new method for system modelling and pattern classification

Rutkowski L.

Bulletin of the Polish Academy of Sciences. Technical Sciences

2004

Vol. 52, nr 1

11-24

In this paper we present a new class of neuro-fuzzy systems designed for system modelling and pattern classification. Our approach is characterized by automatic determination of fuzzy inference in the process of learning. Moreover, we introduce several flexibility concepts in the design of neuro-fuzzy systems. The method presented in the paper is characterized by high accuracy which outperforms previous techniques applied for system modelling and pattern classification.