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Intelligent Data Analysis: An Introduction
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General Information
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Type.................: Ebook
Part Size............: 27,632,220 bytes
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Post Information
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Posted by............: ~tqw~
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Release Notes
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This monograph is a detailed introductory presentation of the key classes of
intelligent data analysis methods. The ten coherently written chapters by
leading experts provide complete coverage of the core issues.. "The book will
become a valuable source of reference for professionals concerned with modern
data analysis. Students as well as IT professionals interested in learning about
intelligent data analysis will appreciate the book as a useful text enhanced by
numerous illustrations and examples.
Table Of Contents
1 Introduction 1
2 Statistical Concepts 15
3 Statistical Methods 67
4 Bayesian Methods 129
5 Analysis of Time Series 167
6 Rule Induction 195
7 Neural Networks 217
8 Fuzzy Logic 269
9 Stochastic Search Methods 299
10 Systems and Applications 351
App. A Tools 365
References 375
Index 395
Author Information 399
Product Details
* ISBN: 3540430601
* ISBN-13: 9783540430605
* Format: Hardcover, 514pp
* Publisher: Springer-Verlag New York, LLC
* Pub. Date: February 2007
* Edition Description: REV
* Edition Number: 2
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Install Notes
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PDF Reader
*******************************************************************************
Intelligent Data Analysis: An Introduction
*******************************************************************************
-------------------------------------------------------------------------------
General Information
-------------------------------------------------------------------------------
Type.................: Ebook
Part Size............: 27,632,220 bytes
-------------------------------------------------------------------------------
Post Information
-------------------------------------------------------------------------------
Posted by............: ~tqw~
-------------------------------------------------------------------------------
Release Notes
-------------------------------------------------------------------------------
This monograph is a detailed introductory presentation of the key classes of
intelligent data analysis methods. The ten coherently written chapters by
leading experts provide complete coverage of the core issues.. "The book will
become a valuable source of reference for professionals concerned with modern
data analysis. Students as well as IT professionals interested in learning about
intelligent data analysis will appreciate the book as a useful text enhanced by
numerous illustrations and examples.
Table Of Contents
1 Introduction 1
2 Statistical Concepts 15
3 Statistical Methods 67
4 Bayesian Methods 129
5 Analysis of Time Series 167
6 Rule Induction 195
7 Neural Networks 217
8 Fuzzy Logic 269
9 Stochastic Search Methods 299
10 Systems and Applications 351
App. A Tools 365
References 375
Index 395
Author Information 399
Product Details
* ISBN: 3540430601
* ISBN-13: 9783540430605
* Format: Hardcover, 514pp
* Publisher: Springer-Verlag New York, LLC
* Pub. Date: February 2007
* Edition Description: REV
* Edition Number: 2
-------------------------------------------------------------------------------
Install Notes
-------------------------------------------------------------------------------
PDF Reader