An approach to Fuzzy clustering of the iris petals by using Ac-means

Current Issue

November 2021, Volume 12, Number 2/3/4

An approach to Fuzzy clustering of the iris petals by using Ac-means

Nicolás Enrique Salgado Guitiérrez, Sergio Andrés Valencia Ramírez and José Soriano Méndez, District University FJDC, Colombia

Abstract

 This paper proposes a definition of a fuzzy partition element based on the homomorphism between type-1 fuzzy sets and the three-valued Kleene algebra. A new clustering method based on the C-means algorithm, using the defined partition, is presented in this paper, which will be validated with the traditional iris clustering problem by measuring its petals.

Keywords 

Fuzzy, Partition, K3 algebra, homomorphism, cluster, C-means.

Original Source URL: https://aircconline.com/ijsc/V12N4/12421ijsc01.pdf

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