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This paper investigates the connection between modified fuzzy basis function (MFBF)-based classifiers and support vector classifiers, establishes a link between fuzzy rules and kernels, and proposes a new approach to build MFBF-based classifiers. Under some minor constrains, the equivalence of the two seemingly quite distinct classifiers is proved. Moreover, the kernel method has the inherent advantage...
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