Beatrice Lazzerini, Lakhmi C. Jain, D. Dumitrescu

Fuzzy Sets & their Application to Clustering & Training (eBook, PDF)

• Format: PDF

Produktbeschreibung

Fuzzy set theory - and its underlying fuzzy logic - represents one of the most significant scientific and cultural paradigms to emerge in the last half-century. Its theoretical and technological promise is vast, and we are only beginning to experience its potential. Clustering is the first and most basic application of fuzzy set theory, but forms t

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 664
• Erscheinungstermin: 24. März 2000
• Englisch
• ISBN-13: 9781482273977
• Artikelnr.: 57530933

Autorenporträt

Beatrice Lazzerini, Lakhmi C. Jain, D. Dumitrescu

Inhaltsangabe

Fuzzy Sets. Entropy of Finite Fuzzy Partitions. Fuzziness and Non-Fuzziness
Measures. Fuzzy Training Procedures. One-Level Classification: Cluster
Substructure of a Fuzzy Class. One-Level Classification: Adaptive
Algorithms. Cluster Validity. Convergence of Fuzzy clustering Algorithms.
Fuzzy Discriminant Analysis and Related Clustering Criteria. Divisive
Hierarchical Clustering. Classification with Structural Constraints.
Classification in Pseudometric Spaces. Bibliography. NTI/Sales Copy