K-Nearest Neighbor Classfication Using Fuzzy Theory

Abstract

This article shows new K-nearest neighbor classification which is introduced into fuzzy theory.The first, the theory of new K-nearest neighbor classification is described.The next, new algorithm which is based on the theory is described andsimple classifying example is shown using some artificial data.The last, the results which are given by classifying the general data by new algorithmsare shown.