Topology based fuzzy clustering for robust ANFIS creation

• Main Authors: Pinpin, Lord Kenneth M., Gamarra, Daniel Fernando Tello, Laschi, Cecilia, Dario, Paolo
• Format: text
• Published: Animo Repository 2008
• Subjects: Robust control; Topology; Neural networks (Computer science); Artificial Intelligence and Robotics
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/12778
• Institution: De La Salle University

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...