Intelligent Data Analysis

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  • Intelligent Data Analysis Book Detail

  • Author : Michael R. Berthold
  • Release Date : 2007-06-07
  • Publisher : Springer
  • Genre : Computers
  • Pages : 515
  • ISBN 13 : 3540486259
  • File Size : 17,17 MB

Intelligent Data Analysis by Michael R. Berthold PDF Summary

Book Description: 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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This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters

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Each passing year bears witness to the development of ever more powerful computers, increasingly fast and cheap storage media, and even higher bandwidth data co

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This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and e