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Data Mining Using Grammar Based Genetic Programming and Applications

by Man Leung Wong

  • ISBN: 9780792377467
  • ISBN10: 079237746X

Data Mining Using Grammar Based Genetic Programming and Applications

by Man Leung Wong

  • List Price: $259.00
  • Binding: Hardcover
  • Publisher: Kluwer Academic Pub
  • Publish date: 01/01/2000
  • ISBN: 9780792377467
  • ISBN10: 079237746X
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Description: 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 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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Seller: HaroldsBooks
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079237746x Ex-Library Usual ex-library features. The interior is clean and tight. Binding is good. Cover shows slight wear. 213 pages.
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079237746x Ex-Library Usual ex-library features. The interior is clean and tight. Binding is good. Cover shows slight wear. 213 pages.
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