Host: Japan Society for Fuzzy Theory and Intelligent Info rmatics (SOFT)
Name : 38th Fuzzy System Symposium
Number : 38
Location : [in Japanese]
Date : September 14, 2022 - September 16, 2022
There are some variants of fuzzification technique in Fuzzy c-means, such as Bezdek-type, KL-divergence-regularized type, q-divergence-based type, and some fuzzy clustering algorithms with di- mensionality reduction methods have been proposed. However, not all these combinations have been proposed. There is a potential to increase clustering accuracy by variously combinig a fuzzification tech- nique and a dimensionality reduction method. In this report, eleven fuzzy clustering algorithms are pro- posed based on some dimensionality reduction methods, and the proposed methods are compared in terms of accuracy.