عنوان

Data Mining Methods for Knowledge Discovery

(Number (ISBN

9781461375579

(Number (ISBN

9781461555896

Number

b403387

Title Proper

Data Mining Methods for Knowledge Discovery

General Material Designation

[Book]

First Statement of Responsibility

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

Place of Publication, Distribution, etc.

Boston, MA :

Name of Publisher, Distributor, etc.

Imprint: Springer,

Date of Publication, Distribution, etc.

1998.

Series Title

Springer International Series in Engineering and Computer Science,

Volume Designation

458

ISSN of Series

0893-3405 ;

Text of Note

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.

International Standard Book Number

9781461375579

Title

Springer eBooks

Artificial intelligence.

Computer science.

Data structures (Computer science).

Information storage and retrieval systems.

Management information systems.

Cios, Krzysztof J.

Pedrycz, Witold.

Swiniarski, Roman W.

SpringerLink (Online service)

Date of Transaction

20190301080400.0

Electronic name

[Book]

Y