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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.

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    Abstract

    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.

    Publication Type: Conference Paper
    Murdoch Affiliation: 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.
    URI: http://researchrepository.murdoch.edu.au/id/eprint/1018
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