Knowledge acquisition from databases (Book, 1995) []
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Knowledge acquisition from databases

Author: Xindong Wu
Publisher: Norwood, N.J. : Ablex Pub., ©1995.
Series: Tutorial monographs in artificial intelligence.
Edition/Format:   Print book : EnglishView all editions and formats

This is a textbook for undergraduate and postgraduate students on machine learning, expert systems, and artificial intelligence courses. The text may also serve as a reference book for researchers in  Read more...


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Additional Physical Format: Online version:
Wu, Xindong.
Knowledge acquisition from databases.
Norwood, N.J. : Ablex Pub., ©1995
Document Type: Book
All Authors / Contributors: Xindong Wu
ISBN: 1567502067 9781567502060 1567502059 9781567502053
OCLC Number: 33206757
Description: xviii, 211 pages : illustrations ; 24 cm
Contents: 1. Introduction --
2. Learning From Databases --
3. Symbolic Rule Induction in Machine Learning --
4. Constructing Decision Trees With ID3 and C4.5 --
5. Generating Rules With HCV --
6. Dealing With Noise and Real-Valued Attributes --
7. Performance Comparison of HCV With ID3, C4.5, and NewID --
8. KEshell: A Rule Schema + Rule Body-Based Knowledge Engineering Shell --
9. Representation for Integrating Knowledge and Data --
10. KEshell2: An Intelligent Learning Database System --
11. Conclusions --
HCV (Version 2.0) User's Manual --
B Results Produced by HCV on the MONK's Problems --
C An Example Run of SIKT in KEshell.
Series Title: Tutorial monographs in artificial intelligence.
Responsibility: Xindong Wu.


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