Two fuzzy classification methods

Two fuzzy classification methods

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Article ID: iaor2000573
Country: Hungary
Volume: XXIX
Issue: 1/2
Start Page Number: 7
End Page Number: 28
Publication Date: Jan 1998
Journal: Szigma
Authors:
Keywords: fuzzy sets
Abstract:

Two heuristic fuzzy algorithms are shown in this paper: a fuzzy classification and a fuzzy cluster algorithm. The algorithms classify multiple-criteria fuzzy or crisp alternatives and the task of the classification is traced back to ranking of alternatives, as well as to learning weight numbers of criteria similarly to neural networks. The algorithm is suitable to separate classes with relatively high intrinsic scatter.

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