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...

Полное описание

Библиографические подробности
Опубликовано в::	IEEE Transactions on fuzzy systems 11, 6 (2003).
Главный автор:	Li-Xin Wang
Формат:	Статья
Язык:	English
Предметы:	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.