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Solving Classification Problems Using Supervised Self-Organizing Map

Published • Dec 1, 2007
Authors:
Arit Thammano
,
Jiraporn Kiatwuthiamorn

Abstract

This paper proposes the new approach to deal with the classification problems by modifying the well-known Kohonen self- organizing map in order to make it able to solve classification problems. During training, the fuzzy membership function is used in place of the Euclidean distance to find the best...

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