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A histogram-based rule extraction technique for fuzzy systems

Chong, A., Gedeon, T., Wong, K.W. and Kóczy, L.T. (2001) A histogram-based rule extraction technique for fuzzy systems. In: The 10th IEEE International Conference on Fuzzy Systems, 2001, 2-5 Dec. 2001, Melbourne, Victoria pp. 638-641.

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We propose a histogram-based rule extraction technique using straightforward histogram-based clustering that produces trapezoidal clusters that are well suited for the rule extraction purpose. Two experiments were carried out to validate the feasibility and effectiveness of the proposed technique and show that the rule base generated by the proposed technique is reasonably accurate.

Item Type: Conference Paper
Murdoch Affiliation(s): School of Information Technology
Publisher: IEEE
Copyright: © 2001 IEEE
Notes: Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
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