In this paper, a Fuzzy Neural Network based on a fuzzy relational “IF-THEN” reasoning scheme (FRNN) is described. Different experiments on benchmark data from the UCI repository of Machine learning database are proposed for classification and approximation tasks. The model is compared with some other methods known in literature pointing out the fundamental features of the model.

Fuzzy Relational Neural Network for Data Analysis

CIARAMELLA, Angelo;
2006-01-01

Abstract

In this paper, a Fuzzy Neural Network based on a fuzzy relational “IF-THEN” reasoning scheme (FRNN) is described. Different experiments on benchmark data from the UCI repository of Machine learning database are proposed for classification and approximation tasks. The model is compared with some other methods known in literature pointing out the fundamental features of the model.
2006
3540310193
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11367/26225
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 6
  • ???jsp.display-item.citation.isi??? 1
social impact