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 theknowledgebaseofaFIS.Giventheknowledgebase,thetoolcanperformtheinferenceoffuzzyrules, providingtheoutputofaFISforanygiveninput. Modulesforcreatingafuzzyrulebaseforclassification 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.
FISDeT: Fuzzy Inference System Development Tool
CASTELLANO, GIOVANNA;CASTIELLO, CIRO;PASQUADIBISCEGLIE, VINCENZO;ZAZA, GIANLUCA
2017-01-01
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 theknowledgebaseofaFIS.Giventheknowledgebase,thetoolcanperformtheinferenceoffuzzyrules, providingtheoutputofaFISforanygiveninput. Modulesforcreatingafuzzyrulebaseforclassification 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.| File | Dimensione | Formato | |
|---|---|---|---|
|
Ciro_publicazioneFisDETijcis_10_13_22.pdf
accesso aperto
Tipologia:
Documento in Versione Editoriale
Licenza:
Creative commons
Dimensione
1.23 MB
Formato
Adobe PDF
|
1.23 MB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
