Cluster Analysis for Data Mining and System Identification

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Cluster Analysis for Data Mining and System Identification

Abonyi, Janos/ Feil, Balazs

Birkhäuser（2007/01発売）

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製本 Hardcover:ハードカバー版／ページ数 355 p.
商品コード 9783764379872

基本説明

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 visualization, regression, classification and timeseries analysis.

Full Description

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.