Selecting correct methods to extract fuzzy rules from artificial neural network

• Main Authors: Tan, Xiao, Zhou, Yuan, Ding, Zuohua, Liu, Yang
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Artificial Neural Network; Fuzzy Rules
• Online Access: https://hdl.handle.net/10356/151785
• Institution: Nanyang Technological University

Artificial neural network (ANN) inherently cannot explain in a comprehensible form how a given decision or output is generated, which limits its extensive use. Fuzzy rules are an intuitive and reasonable representation to be used for explanation, model checking, and system integration. However, diff...