Intelligent Data Analysis: An Introduction / Edition 1

Intelligent Data Analysis: An Introduction / Edition 1

by Michael Berthold, M. Berthold
     
 

ISBN-10: 3540658084

ISBN-13: 9783540658085

Pub. Date: 08/28/1999

Publisher: Springer-Verlag New York, LLC

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…  See more details below

Overview

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.

Product Details

ISBN-13:
9783540658085
Publisher:
Springer-Verlag New York, LLC
Publication date:
08/28/1999
Pages:
400
Product dimensions:
6.40(w) x 9.50(h) x 1.04(d)

Table of Contents

1Introduction1
2Statistical Concepts15
3Statistical Methods67
4Bayesian Methods129
5Analysis of Time Series167
6Rule Induction195
7Neural Networks217
8Fuzzy Logic269
9Stochastic Search Methods299
10Systems and Applications351
App. ATools365
References375
Index395
Author Information399

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