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Data mining using grammar based genetic programming and applications

Author: Man Leung Wong; Kwong Sak Leung
Publisher: Boston : Kluwer Academic, ©2000.
Series: Genetic programming series, GPEM 03.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Data mining involves the non-trivial extraction of implicit, previously unknown, and potentially useful information from databases. Genetic Programming (GP) and Inductive Logic Programming (ILP) are two of the approaches for data mining. This book first sets the necessary backgrounds for the reader, including an overview of data mining, evolutionary algorithms and inductive logic programming. It then describes a  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Wong, Man Leung, 1966-
Data mining using grammar based genetic programming and applications.
Boston : Kluwer Academic, ©2000
(DLC) 99089334
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Man Leung Wong; Kwong Sak Leung
ISBN: 0306470128 9780306470127
OCLC Number: 50321201
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL
Description: 1 online resource (xiv, 213 pages) : illustrations.
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: List of Figures. List of Tables. Preface. 1. Introduction. 2. An Overview of Data Mining. 3. An Overview on Evolutionary Algorithms. 4. Inductive Logic Programming. 5. The Logic Grammars Based Genetic Programming System (LOGENPRO). 6. Data Mining Applications Using LOGENPRO. 7. Applying LOGENPRO for Rule Learning. 8. Medical Data Mining. 9. Conclusion and Future Work. Appendix A: The Rule Sets Discovered. Appendix B: The Grammar Used for the Fracture and Scoliosis Databases. References. Index.
Series Title: Genetic programming series, GPEM 03.
Responsibility: by Man Leung Wong, Kwong Sak Leung.
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Data mining involves the non-trivial extraction of implicit, previously unknown, and potentially useful information from databases. Genetic Programming (GP) and Inductive Logic Programming (ILP) are  Read more...

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