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GIOSUE' LO BOSCO

A Genetic Integrated Fuzzy Classifier

  • Autori: DI GESU', V.; LO BOSCO, G.
  • Anno di pubblicazione: 2005
  • Tipologia: Articolo in rivista (Articolo in rivista)
  • Parole Chiave: Classification, Classifier Ensemble, Evolutionary Algorithms.
  • OA Link: http://hdl.handle.net/10447/40545

Abstract

This paper introduces a new classifier, that is based on fuzzy-integration schemes controlled by a genetic optimisation procedure. Two different types of integration are proposed here, and are validated by experiments on real data sets of biological cells. The performance of our classifier is tested against a feed-forward neural network and a Support Vector Machine. Results show the good performance and robustness of the integrated classifier strategies.