Research
FISDeT - Fuzzy Inference System Development Tool
FISDeT is a tool to support the design of Fuzzy Inference Systems. It is 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.
Publications
G. Castellano, C. Castiello, V. Pasquadibisceglie, G. Zaza. Fisdet: Fuzzy inference system development tool. International Journal of Computational Intelligence Systems, 10(1):13–22, 2017. ISSN 1875-6883. DOI:10.2991/ijcis.2017.10.1.2.
G. Castellano, C. Castiello, A.M. Fanelli. The fisdet software: Application to beer style classification. In Proc. of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2017), Naples, Italy, July 9-12 2017. ISBN: 978-1-5090-6034-4. DOI: 10.1109/FUZZ-IEEE.2017.8015503.
