Hadad, Amir; Gedeon, Tamas (Tom); Shabazi, Saeed; Bahrami, Saeed
One of the most significant steps in fuzzy modeling of a complex system is Structure Identification. Efficient structure identification requires good approximation of the effective input data. Misclassification of effective input data can significantly degrade the efficiency of the inference of the fuzzy model. In this paper we present a modification to the Sugeno-Yasukawa modeler  to improve structure identification by increasing the accuracy of effective input data detection. We improved...[Show more]
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