Data mining : concepts and techniques / Jiawei Han, Micheline Kamber.
Material type:
TextPublication details: New Delhi : Elsevier, 2008Edition: 2nd edDescription: xxviii, 770 p. ill. ; 25 cmISBN: - 9788131205358
- 005.741 22 H2331
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UE-Central Library | 005.741 H2331 (Browse shelf(Opens below)) | Available | T2008 | |
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UE-Central Library | 005.741 H2331 (Browse shelf(Opens below)) | Available | T1740 |
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| 005.74 S61735 Database systems concepts, design, and applications | 005.74 Si326 Database system concepts / | 005.74 Si326 Data base system concepts : | 005.741 H2331 Data mining : | 005.741 H2331 Data mining : | 005.743 C76283 Database systems : a practical approach to design, implementation, and management | 005.745 G5817 Data warehouse design : |
includes bibliography and index
1 Introduction
2 Data Preprocessing
3 Data Warehouse and OLAP Technology: an overview
4 Data cube computation and data generalization
5 Mining frequent patterns, associations and correlations
6 Classification and prediction
7 Cluster analysis
8 Mining stream, time-series and sequence data
9 Graph mining, social network analysis and multirelational data mining
10 Mining object, spatial, multimedia, text and web data
11 Applications and trends in data mining
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