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

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

https://airccse.org/journal/ijsc/current2021.html