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" Data mining using grammar based genetic programming and applications / "
by Man Leung Wong, Kwong Sak Leung
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BL
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| Record Number
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598816
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| Doc. No
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GBA025231b428035
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| Main Entry
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Wong, Man Leung,1966-
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| Title & Author
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Data mining using grammar based genetic programming and applications /\ by Man Leung Wong, Kwong Sak Leung
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| Publication Statement
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Boston :: Kluwer Academic,, ©2000
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| Series Statement
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Genetic programming series ;; GPEM3
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| Page. NO
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xiv, 213 pages :: illustrations ;; 25 cm
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| ISBN
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079237746X
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: 9780792377467
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| Bibliographies/Indexes
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Includes bibliographical references (pages 199-210) and index
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| Abstract
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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 two of the approaches for data mining. The book first sets the necessary background for the readers, which includes an overview of data mining, evolutionary algorithms and inductive logic programming. It then describes a framework, called GGP (Generic Genetic Programming), that integrates GP and ILP based on a formalism of logic grammars. The formalism is powerful enough to represent context-sensitive information and domain-dependent knowledge. This knowledge can be used to accelerate the learning speed and/or improve the quality of the knowledge induced."
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"Data Mining Using Grammar Based Genetic Programming and Applications is appropriate for researchers, practitioners and clinicians interested in genetic programming, data mining, and the extraction of data from databases."--Jacket
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| Subject
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Data mining
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| Subject
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Genetic programming (Computer science)
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| Dewey Classification
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006.3
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| LC Classification
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QA76.9.D343W66 2000
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| Added Entry
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Leung, Kwong Sak,1955-
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