Cluster Analysis for Data Mining and System Identification - Couverture rigide

Abonyi, János; Feil, Balázs

 
9783764379872: Cluster Analysis for Data Mining and System Identification
Couverture rigide
ISBN 10 : 3764379871 ISBN 13 : 9783764379872
Editeur : Birkhauser Verlag AG, 2007

Synopsis

This book identifies fuzzy cluster analysis as a good approach to solving complex data mining and system identification problems. It illustrates how advanced fuzzy clustering algorithms can be used not only for partitioning of the data, but it can be used for visualization, regression, classification and time-series analysis. Data clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics. Clustering is the classification of similar objects into different groups, or more precisely, the partitioning of a data set into subsets (clusters), so that the data in each subset (ideally) share some common trait often proximity according to some defined distance measure.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Birkhauser Verlag AG
Date d'édition
2007
Langue
anglais
ISBN 10 
3764379871
ISBN 13 
9783764379872
Reliure
Relié
Nombre de pages
324
Coordonnées du fabricant
Springer-Verlag GmbH
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Heidelberg
Baden-Württemberg
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Allemagne

Autres éditions populaires du même titre

9783764391744: Cluster Analysis for Data Mining and System Identification

Edition présentée

ISBN 10 :  376439174X ISBN 13 :  9783764391744
Editeur : Springer, 2008
Couverture souple