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Intelligent data analysis : an introduction /

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This monograph is a detailed introcuctory presentation of the key classes of intelligent data analysis methods. The ten 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...

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Bibliographic Details
Main Author: Berthold, M. (Michael)
Corporate Author: SpringerLink (Online service)
Other Authors: Hand, D. J. (David J.), 1950-
Format: eBook
Language:English
Published: Berlin ; New York : Springer, [1999]
Subjects:
Mathematical statistics.
Mathematical statistics > Data processing.
Artificial intelligence.
Data-analyse.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Statistical Concepts
  • Statistical Methods
  • Bayesian Methods
  • Analysis of Time Series
  • Rule Induction
  • Neural Networks
  • Fuzzy Logic
  • Stochastic Search Methods
  • Systems and Applications
  • Appendix A: Tools
  • References
  • Index
  • Author Information.