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Data mining and knowledge discovery handbook

Author: Oded Maimon; Lior Rokach
Publisher: New York ; London : Springer, 2010.
Series: Springer series in solid-state sciences Magnetic bubble technology
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Summary:
Knowledge Discovery demonstrates intelligent computing at its best, and is the most desirable and interesting end-product of Information Technology. To be able to discover and to extract knowledge from data is a task that many researchers and practitioners are endeavoring to accomplish. There is a lot of hidden knowledge waiting to be discovered - this is the challenge created by today's abundance of data. Data  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Data mining and knowledge discovery handbook.
New York ; London : Springer, 2010
(OCoLC)640079542
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Oded Maimon; Lior Rokach
ISBN: 9780387098234 0387098232
OCLC Number: 676698538
Language Note: English.
Description: 1 online resource.
Contents: pt. 1. Preprocessing methods --
pt. 2. Supervised methods --
pt. 3. Unsupervised methods --
pt. 4. Soft computing methods --
pt. 5. Supporting methods --
pt. 6. Advanced methods --
pt. 7. Applications --
pt. 8. Software.
Series Title: Springer series in solid-state sciences Magnetic bubble technology
Responsibility: edited by Oded Maimon and Lior Rokach.

Abstract:

Updated and revised, Data Mining and Knowledge Discovery Handbook, 2nd Edition, presents the concepts, theories, challenges and applications of data mining (DM) and knowledge discovery in databases  Read more...

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From the reviews of the second edition:"This handbook provides an excellent guide in every aspect of the discovery process. ... Contributors are drawn from noted academic institutions and companies Read more...

 
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