Developed Software | Tajul Rosli Razak

Software / Source Code:

Fuzzy Logic Toolkit for R

Design and simulate fuzzy logic systems using Type 1 Fuzzy Logic. This toolkit includes with graphical user interface (GUI) and an adaptive neuro-fuzzy inference system (ANFIS). This toolkit is a continuation from the previous package ('FuzzyToolkitUoN').

H Framework: Interpretability Assessment

This capsule (source code) demonstrates a general framework for an index to measure the interpretability of Hierarchical Fuzzy Systems.

DOI:https://doi.org/10.24433/CO.3556006.v1

Parallel HFS: IRIS Classification Problem

This capsule demonstrates an approach to evaluate the fuzzy inference system (FIS) of a Parallel Hierarchical Fuzzy System (HFS). Also, an example of the Iris classification problem is used in this capsule to represent the parallel HFS example.
DOI:https://doi.org/10.24433/CO.0561629.v3