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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.".
"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."--BOOK JACKET.
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Previews available in: English
Subjects
Data mining, Genetic programming (Computer science), Data structures (Computer science), Computer science, Artificial intelligence, Computer Programming, Databases & data structures, General, Computers - Data Base Management, Database Engineering, Computers, Database Management - General, Computer Books: General, Database Management - Database Mining, Computers / Artificial Intelligence, Programming - General, Genetic programming (Computer, Computer Bks - Data Base Management, Artificial Intelligence - General, Genetic algorithmsShowing 3 featured editions. View all 3 editions?
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1
Data Mining Using Grammar Based Genetic Programming and Applications
Mar 21, 2013, Springer
paperback
147578421X 9781475784213
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2
Data mining using grammar based genetic programming and applications
2000, Kluwer Academic
in English
079237746X 9780792377467
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WorldCat
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3
Data Mining Using Grammar Based Genetic Programming and (GENETIC PROGRAMMING Volume 3) (Genetic Programming)
January 1, 2000, Springer
Hardcover
in English
- 1 edition
079237746X 9780792377467
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- Created April 29, 2008
- 6 revisions
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July 31, 2019 | Edited by MARC Bot | associate edition with work OL552007W |
August 6, 2010 | Edited by IdentifierBot | added LibraryThing ID |
April 24, 2010 | Edited by Open Library Bot | Fixed duplicate goodreads IDs. |
April 16, 2010 | Edited by bgimpertBot | Added goodreads ID. |
April 29, 2008 | Created by an anonymous user | Imported from amazon.com record |