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Title
Intelligent data analysis : an introduction / editors, Michael Berthold, David J. Hand
Edition
Second revised and extended edition
Published
Berlin ; New York : Springer, [2003]
©2003
Copies
Location
Call no.
Vol.
Availability
W'PONDS
519.5 Ber/Ida 2003
AVAILABLE
Description
xi, 514 pages : illustrations (some color) ; 24 cm
Series
Springer Nature Book Archives Millennium (2000-2004)
Contents
1. Introduction -- 2. Statistical Concepts -- 3. Statistical Methods -- 4. Bayesian Methods -- 5. Support Vectors and Kernal Methods -- 6. Analysis of Time Series -- 7. Rule Induction -- 8. Neural Networks -- 9. Fuzzy Logic -- 10. Stochastic Search Methods -- 11. Visualization -- 12. Systems and Applications -- App. A. Tools -- App. B. Information-Theoretic Tree and Rule Induction
Notes
Corrected second printing 2007 --T.p. verso
Bibliography
Includes bibliographical references (pages [474]-514) and index
Subject
Mathematical statistics.
Mathematical statistics -- Data processing.
Artificial intelligence.
Author
Hand, D. J. (David J.), 1950-
Berthold, M. (Michael)
LC no.
2003041211
ISBN
3540430601 acid-free paper
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