Issei Hayashi

A Comparative Study on Three-mode Fuzzy Co-clustering Based on Co-occurrence Aggregation Criteria

2020

Three-mode fuzzy co-clustering is a promising technique for analyzing relational co-occurrence information among three mode elements. This paper proposes a modified version of the three-mode fuzzy clustering for categorical multivariate data (3FCCM) algorithm, which was …

Three-Mode Fuzzy Co-Clustering Based on Probabilistic Concept and Comparison with FCM-Type Algorithms

2021 · Journal of Advanced Computational Intelligence and Intelligent Informatics

Three-mode fuzzy co-clustering is a promising technique for analyzing relational co-occurrence information among three mode elements. The conventional FCM-type algorithms achieved simultaneous fuzzy partition of three mode elements based on the fuzzy c -means (FCM) …