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Feature selection for clustering based fuzzy modeling

Chong, A., Gedeon, T. and Kóczy, L.T. (2003) Feature selection for clustering based fuzzy modeling. In: Recent Advances in Intelligent Systems and Signal Processing. WSEAS Press, pp. 361-365.


In this paper, we propose a fast feature selection technique for clustering-based fuzzy modeling. The technique involves the creation of 'rough' fuzzy systems quickly from a set of data and chooses the one with the lowest error. The set of features used by the chosen fuzzy system is accepted as the optimal set of features. The effectiveness and efficiency of the proposed technique is validated using artificially generated data.

Item Type: Book Chapter
Murdoch Affiliation(s): School of Information Technology
Publisher: WSEAS Press
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