Title:
Data mining : concepts, models, methods, and algorithms / Mehmed Kantardzic.
Author:
Kantardzic, Mehmed.
General Notes:
Includes bibliographical references (pages 510-528) and index.
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.
Publisher:
John Wiley : IEEE Press,
Publication Place:
Hoboken, N.J. :
ISBN:
9780470890455
0470890452
9781118029145
1118029143
9781118029121
1118029127
9781118029138
1118029135
Subject:
Data mining.
Data mining.
Edition:
2nd ed.
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.
Physical Description:
xvii, 534 pages : illustrations ;
Publication Date:
2011.
Agency:
Collection:
Call No.:
Item Type:
Status:
Copy:
Item Notes:
Barcode:
Media Type:
Tafila Technical University
General
QA 76 .9 .D343 K36 2011
Normal Circulation
Available
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