4 Learning Techniques for Supervised Fuzzy Classifiers
Istituto Nazionale per la Fisica della Materia, Via Dodecaneso 33, 16146 Genova, Italy, and DISI - Dipartimento di Informatica e Scienze delVInformazione - Università di Genova, Via Dodecaneso 35, 16146 Genova, Italy, email: masulli@ge.INFM.it
Dipartimento di Informatica, Università di Pisa, 56125 Pisa, Italy, e-mail: perso@di.unipi.it
- Abstract
- 4.1 Introduction
- 4.2 The Fuzzy Basis Function Network
- 4.3 Bayes Optimal Classifier Approximation
- 4.4 Learning in a FBFN Classifier
- 4.5 Data Base and Preprocessing
- 4.6 Classification Performances
- 4.7 FBFN Structure Identification and Semantic Phase Transition
- 4.8 The Simplified FBF Network and Its Extension
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