FISDeT: Fuzzy Inference System Development Tool
- https://doi.org/10.2991/ijcis.2017.10.1.2How to use a DOI?
- Fuzzy Inference System, Python, FCL, Open Source Software
This paper introduces FISDeT, a tool to support the design of Fuzzy Inference Systems, composed of a set of Python modules sharing the standard specification language FCL used for FIS definition. FISDeT includes a graphical user interface that enables easy definition and quick update of elements composing the knowledge base of a FIS. Given the knowledge base, the tool can perform the inference of fuzzy rules, providing the output of a FIS for any given input. Modules for creating a fuzzy rule base for classification and verifying the behavior of the classification system are integrated within the environment. The paper also reports applications of FISDeT to acquire available knowledge bases and create a FIS for an image processing task.
- © 2017, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article under the CC BY-NC license (http://creativecommons.org/licences/by-nc/4.0/).
Cite this article
TY - JOUR AU - Giovanna Castellano AU - Ciro Castiello AU - Vincenzo Pasquadibisceglie AU - Gianluca Zaza PY - 2017 DA - 2017/01 TI - FISDeT: Fuzzy Inference System Development Tool JO - International Journal of Computational Intelligence Systems SP - 13 EP - 22 VL - 10 IS - 1 SN - 1875-6883 UR - https://doi.org/10.2991/ijcis.2017.10.1.2 DO - https://doi.org/10.2991/ijcis.2017.10.1.2 ID - Castellano2017 ER -