Yi-Shan Chen

A Multi-Granularity Broad Fuzzy Apriori Classifier Using Confidence-Weighted Learning

This study proposes a novel multi-granularity broad fuzzy Apriori classifier (MGB-FAC) that addresses the high computational complexity and low generalization capability of FAC while sharing FAC’s high linguistic interpretability and strong uncertainty-handling ability. The basic idea of MGB-FAC is as follows: First, M...