International Journal of Computational Intelligence Systems

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Volume 10, Issue 1, 2017, Pages 13 - 22

FISDeT: Fuzzy Inference System Development Tool

Authors
Giovanna Castellanogiovanna.castellano@uniba.it, Ciro Castiellociro.castiello@uniba.it, Vincenzo Pasquadibisceglievincenzo.pasquadibisceglie@gmail.com, Gianluca Zazagianlucazaza92@gmail.com
Computer Science Department, University of Bari “A. Moro”, Via Orabona, 4, Bari, 70125, Italy
Received 3 March 2016, Accepted 8 August 2016, Available Online 1 January 2017.
DOI
10.2991/ijcis.2017.10.1.2How to use a DOI?
Keywords
Fuzzy Inference System; Python; FCL; Open Source Software
Abstract

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.

Copyright
© 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/).

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<Previous Article In Issue
Next Article In Issue>
Journal
International Journal of Computational Intelligence Systems
Volume-Issue
10 - 1
Pages
13 - 22
Publication Date
2017/01/01
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
10.2991/ijcis.2017.10.1.2How to use a DOI?
Copyright
© 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

risenwbib
TY  - JOUR
AU  - Giovanna Castellano
AU  - Ciro Castiello
AU  - Vincenzo Pasquadibisceglie
AU  - Gianluca Zaza
PY  - 2017
DA  - 2017/01/01
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  - 10.2991/ijcis.2017.10.1.2
ID  - Castellano2017
ER  -