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Advanced data mining techniques

Author: David Louis Olson; Dursun Delen
Publisher: Berlin Heidelberg Springer 2008
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

Covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. This book describes  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: David Louis Olson; Dursun Delen
ISBN: 9783540769163 3540769161 9783540769170 354076917X
OCLC Number: 227006815
Notes: Literaturverz. S. 169 - 176
Description: XII, 180 S. graph. Darst. 24 cm
Contents: Data Mining Process.- Data Mining Methods As Tools.- Memory-Based Reasoning Methods.- Association Rules in Knowledge Discovery.- Fuzzy Sets in Data Mining.- Rough Sets.- Support Vector Machines.- Genetic Algorithm Support to Data Mining.- Performance Evaluation for Predictive Modeling.- Applications.- Applications of Methods.
Responsibility: David L. Olsen ; Dursun Delen
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From the reviews: "Text analysis and data mining have become increasingly important capabilities in today's information-flooded world, and choosing the right technique makes all the difference. This Read more...

 
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