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Data mining : concepts and techniques / Jiawei Han, Micheline Kamber.

By: Contributor(s): Material type: TextTextPublication details: New Delhi : Elsevier, 2008Edition: 2nd edDescription: xxviii, 770 p. ill. ; 25 cmISBN:
  • 9788131205358
Subject(s): DDC classification:
  • 005.741 22 H2331
Contents:
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
List(s) this item appears in: Computer
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Holdings
Item type Current library Call number Status Date due Barcode
Books Books UE-Central Library 005.741 H2331 (Browse shelf(Opens below)) Available T2008
Books Books UE-Central Library 005.741 H2331 (Browse shelf(Opens below)) Available T1740

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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