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Data mining : concepts, models, methods, and algorithms

Author: Mehmed Kantardzic
Publisher: Hoboken, N.J. : John Wiley : IEEE Press, ©2011.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Database:WorldCat
Summary:

In the age of Internet, intranets, data warehouses and data marts, and as data sets have grown in size and complexity, there has been an inevitable move towards indirect, automatic and intelligent  Read more...

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Document Type: Book
All Authors / Contributors: Mehmed Kantardzic
ISBN: 9780470890455 0470890452 9781118029145 1118029143 9781118029121 1118029127 9781118029138 1118029135
OCLC Number: 700735391
Description: xvii, 534 pages : illustrations ; 25 cm
Contents: Data-mining concepts --
Preparing the data --
Data reduction --
Learning from data --
Statistical methods --
Decision trees and decision rules --
Artificial neural networks --
Ensemble learning --
Cluster analysis --
Association rules --
Web mining and text mining --
Advances in data mining --
Genetic algorithms --
Fuzzy sets and fuzzy logic --
Visualization methods.
Responsibility: Mehmed Kantardzic.
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I therefore gladly salute the second editing of this lovely and valuable book. Researchers, students as well as industry professionals can find the reasons, means and practice to make use of Read more...

 
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