Intelligent data analysis: an introduction

✍ Scribed by Berthold M., Hand D.J. (eds.)

Publisher: Springer
Year: 2007
Tongue: English
Leaves: 515
Edition: 2ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This second and revised edition contains a detailed introduction to 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. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes

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