The WM method completed a flexible fuzzy system approach to data mining.

In this paper, the so-called Wang-Mendel (WM) method for generating fuzzy rules from data is enhanced to make it a comprehensive and flexible fuzzy system approach to data description and prediction. In the description part, the core ideas of the WM method are used to develop three methods to extrac...

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Vydáno v:	IEEE Transactions on fuzzy systems 11, 6 (2003).
Hlavní autor:	Li-Xin Wang
Médium:	Článek
Jazyk:	English
Témata:	Wang-Mendel method. Categorical variables prediction. Continuous variables prediction. Data description. Data mining. Data prediction. Flexible fuzzy system approach. Fuzzy IF-THEN rules. Fuzzy predictive models. Fuzzy rules generation. Fuzzy sets. Importance ranking. Pattern recognition. Piecewise constant output. Prediction accuracy. Steel rolling plant.