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Data Mining Methods for Knowledge Discovery

Data Mining Methods for Knowledge Discovery

by Krzysztof J. CiosRoman W. Swiniarski and Witold Pedrycz
Hardback
Publication Date: 31/08/1998

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This volume provides an introduction to the data mining methods that are frequently used in the process of knowledge discovery. The book first elaborates on the fundamentals of each of the data mining methods: rough sets, Bayesian analysis, fuzzy sets, genetic algorithms, machine learning, neural networks, and preprocessing techniques. It then goes on to thoroughly discuss these methods in the setting of the overall process of knowledge discovery. Illustrative examples and experimental findings are also included.
ISBN:
9780792382522
9780792382522
Category:
Databases
Format:
Hardback
Publication Date:
31-08-1998
Language:
English
Publisher:
Springer
Country of origin:
Netherlands
Pages:
495
Dimensions (mm):
235x155x28mm
Weight:
2kg

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