Topology based fuzzy clustering for robust ANFIS creation

• Main Authors: Pinpin, Lord Kenneth M., Gamarra, Daniel Fernando Tello, Laschi, Cecilia, Dario, Paolo
• 格式: text
• 出版: Animo Repository 2008
• 主題: Robust control; Topology; Neural networks (Computer science); Artificial Intelligence and Robotics
• 在線閱讀: https://animorepository.dlsu.edu.ph/faculty_research/12778

This paper describes how the clustering topology of an input space data distribution is utilized to properly initialize an Adaptive Neuro-Fuzzy Inference System (ANFIS). We used a new unsupervised clustering algorithm called Topology based Fuzzy Clustering (TFC) that performs better than Growing Neu...