Cluster Analysis for Data Mining and System Identification

This book presents new approaches to data mining and system identification. Algorithms that can be used for the clustering of data have been overviewed. New techniques and tools are presented for the clustering, classification, regression and visualization of complex datasets. Special attention is g...

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Detalles Bibliográficos
Autores principales: Abonyi, János, 1974-, Feil, Balázs (Autor)
Formato: Livre numérique
Lenguaje:Anglais
Publicado: Basel : Birkhäuser Basel [20..].
Cham : Springer Nature
Materias:
Acceso en línea:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: L'impression du document génère 318 p.
Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Numérisation de l'édition de Basel ; Boston ; Berlin : Birkhäuser, cop. 2007
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Cluster Analysis for Data Mining and System Identification, Texte imprimé, 9783764379872
Tabla de Contenidos:
  • Classical Fuzzy Cluster Analysis Visualization of the Clustering Results Clustering for Fuzzy Model Identification Regression Fuzzy Clustering for System Identification Fuzzy Model based Classifiers Segmentation of Multivariate Time-series