Evolving fuzzy ensemble : online learning fuzzy neural network with dynamically changing data

• Main Author: Soo, Wei Quan
• Other Authors: Quek Hiok Chai
• Format: Final Year Project
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/62790
• Institution: Nanyang Technological University

Fuzzy Neural technique is often used to model dynamic data stream in the financial market and to examine hypothetical cases. In the event of catastrophic change, old rules become irrelevant which will affect the accuracy and the performance of the network. In addition, having unnecessary rules in th...