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Cluster Analysis for Data Mining and System Identification

BuchGebunden
306 Seiten
Englisch
Springererschienen am22.06.2007
The aim of this book is to illustrate that advanced fuzzy clustering algorithms can be used not only for partitioning of the data, but it can be used for visuali- tion,regression,classi?cationandtime-seriesanalysis,hence fuzzy cluster analysis is a good approach to solve complex data mining and system identi?cation pr- lems.mehr
Verfügbare Formate
BuchGebunden
EUR106,99
E-BookPDF1 - PDF WatermarkE-Book
EUR96,29

Produkt

KlappentextThe aim of this book is to illustrate that advanced fuzzy clustering algorithms can be used not only for partitioning of the data, but it can be used for visuali- tion,regression,classi?cationandtime-seriesanalysis,hence fuzzy cluster analysis is a good approach to solve complex data mining and system identi?cation pr- lems.
Zusammenfassung
Detailed overview of the most powerful algortihms and approaches for data mining and system identification is presented

Extensive references give a good overview of the current state of the application of computational intelligence in data mining and system identification, and suggest further reading for additional research

Numerous illustrations to facilitate the understanding of ideas and methods presented

Supporting MATLAB files, available at the website www.fmt.uni-pannon.hu/softcomp create a computational platform for exploration and illustration of many concepts and algorithms presented in the book

Includes supplementary material: sn.pub/extras
Details
ISBN/GTIN978-3-7643-7987-2
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2007
Erscheinungsdatum22.06.2007
Seiten306 Seiten
SpracheEnglisch
Gewicht632 g
IllustrationenXVIII, 306 p.
Artikel-Nr.11425095

Inhalt/Kritik

Inhaltsverzeichnis
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.mehr

Schlagworte