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Intelligent Data Analysis: An Introduction

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Intelligent Data Analysis: An Introduction - Berthold, Michael R (Editor), and Hand, David J (Editor)
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The key classes of intelligent data analysis (IDA) methods are presented in this detailed introduction to the subject. The first part of the book discusses classical statistical issues. Subsequent chapters concentrate on 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 process and illustrations of its application.

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Intelligent Data Analysis: An Introduction 2003, Springer, Berlin, Heidelberg

ISBN-13: 9783540430605

Hardcover

Intelligent Data Analysis: An Introduction 1999, Springer, Berlin, Germany

ISBN-13: 9783540658085

Hardcover