RIT2FIS : a recurrent interval type 2 Fuzzy Inference System and its rule base estimation

• Main Authors: Samanta, Subhrajit, Hartanto, Andre, Pratama, Mahardhika, Sundaram, Suresh, Srikanth, Narasimalu
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2019
• Subjects: Recurrent Neural Fuzzy Network; Fuzzy Rule Base Estimation; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/106766; http://hdl.handle.net/10220/49775
• Institution: Nanyang Technological University

Two of the major challenges associated with time series modelling are handling uncertainty present in the data and tracing its dynamical behaviour. A Recurrent Interval Type 2 Fuzzy Inference System or RIT2FIS is presented in this paper. RIT2FIS adopts an interval type 2 fuzzy inference mechanis...