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