Intelligent Data Analysis

Name: Intelligent Data Analysis
Brand: Springer, Berlin
SKU: 9783642077074
Price: 2742 CZK
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An Introduction

Autor: Michael R. Berthold, David J. Hand

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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§This monograph is a detailed introductory presentation of the key classes of intelligent data analy...

Informace o knize

Autor

Michael R. Berthold, David J. Hand

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

515

EAN

9783642077074

Enbook ID

01652814

Vydavatel

Springer, Berlin

Hmotnost

886

Rozměry

155 x 28 x 30

Kompletní popis

§This monograph is a detailed introductory presentation of the key classes of intelligent data analysis (IDA) methods. The 12 coherently written chapters by leading experts provide complete coverage of the core issues. §The previous edition was completely revised and a new chapter on kernel methods and support vector machines and a chapter on visualization techniques were added. The revised chapters from the original edition cover classical statistics issues, ranging from the basic concepts of probability through general notions of inference to advanced multivariate and time-series methods, and provide a detailed discussion of the increasingly important Bayesian approaches. The remaining chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions to the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a higher-level overview of the IDA processes, illustrating the breadth of application of the presented ideas. §The second edition features an extensive index, which makes this volume also useful as a quick reference on the key techniques in intelligent data analysis.

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Intelligent Data Analysis

An Introduction

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také