Fuzzy sets and their application to clustering and training
Dan Andrei Dumitrescu, Beatrice Lazzerini, Lakhmi C. Jain · 2000
BASIC ASPECTS OF FUZZY SET THEORY Fuzzy Sets Properties of Fuzzy Set Operations. Disjointness and Fuzzy Partitions Algebraic Properties of the Families of Fuzzy Sets Metric Concepts for Fuzzy Sets Entropy and Informational Energy of Finite Fuzzy Partitions Fuzziness and Nonfuzziness Measures SUPERVISED FUZZY LEARNING CLASSIFIERS Fuzzy Neural Classifiers. Fuzzy Perceptron Algorithm and some Relatives Fuzzy Learning Algorithms using Squared Criterion Function ONE-LEVEL FUZZY PARTITIONAL PROTOTYPE-BASED CLUSTERING One Level Clustering. Cluster Substructure of a Fuzzy Class Other One-Level Clustering Methods Linear Cluster Detection Adaptive Algorithms for One-Level Fuzzy Clustering Advanced Adaptive Algorithms Cluster Validity Advanced Cluster Validity Functionals Convergence of Fuzzy Clustering Algorithms FUZZY DISCRIMINANT ANALYSIS AND HIERARCHICAL FUZZY CLUSTERING Fuzzy Discriminant Analysis and Related Clustering Criteria Fuzzy Hierarchical Clustering Fuzzy Simultaneous Clustering INDEX