Topology based fuzzy clustering for robust ANFIS creation

• المؤلفون الرئيسيون: Pinpin, Lord Kenneth M., Gamarra, Daniel Fernando Tello, Laschi, Cecilia, Dario, Paolo
• التنسيق: text
• منشور في: Animo Repository 2008
• الموضوعات: Robust control; Topology; Neural networks (Computer science); Artificial Intelligence and Robotics
• الوصول للمادة أونلاين: 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...