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Data Mining Methods for Knowledge Discovery (The Springer International Series in Engineering and Computer Science, 458, Band 458) - Hardcover

Cios, Krzysztof J.; Pedrycz, Witold; Swiniarski, Roman W.

 
9780792382522: Data Mining Methods for Knowledge Discovery (The Springer International Series in Engineering and Computer Science, 458, Band 458)
Hardcover
ISBN 10: 0792382528 ISBN 13: 9780792382522
Verlag: Springer, 1998

Inhaltsangabe

Data Mining Methods for Knowledge Discovery provides an introduction to the data mining methods that are frequently used in the process of knowledge discovery. This 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. The book then goes on to thoroughly discuss these methods in the setting of the overall process of knowledge discovery. Numerous illustrative examples and experimental findings are also included. Each chapter comes with an extensive bibliography.
Data Mining Methods for Knowledge Discovery is intended for senior undergraduate and graduate students, as well as a broad audience of professionals in computer and information sciences, medical informatics, and business information systems.

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Verlag
Springer
Erscheinungsdatum
1998
Sprache
Englisch
ISBN 10 
0792382528
ISBN 13 
9780792382522
Einband
Gebundene Ausgabe
Anzahl der Seiten
516
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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9781461375579: Data Mining Methods for Knowledge Discovery (The Springer International Series in Engineering and Computer Science, Band 458)

Vorgestellte Ausgabe

ISBN 10:  1461375576 ISBN 13:  9781461375579
Verlag: Springer, 2012
Softcover