Intelligent Data Analysis

Name: Intelligent Data Analysis
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540430605
Price: 169.4 EUR
Availability: InStock

An Introduction

Autor: Michael R. Berthold, David J. Hand

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa

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169.40 €

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

Informácie o knihe

Autor

Michael R. Berthold, David J. Hand

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2002

Stránok

515

EAN

9783540430605

ISBN

3540430601

Enbook ID

01564014

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

1150

Rozmery

240 x 163 x 50

Kompletný popis

This monograph is a detailed introductory presentation of the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues, ranging from the basic concepts of probability, through general notions of inference, to advanced multivariate and time series methods, as well as a detailed discussion of the increasingly important Bayesian approaches and Support Vector Machines. The following chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions into the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on Visualization and a higher-level overview of the IDA processes, which illustrates the breadth of application of the presented ideas.

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Intelligent Data Analysis

An Introduction

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež