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Data mining : concepts and techniques

Author: Jiawei Han; Micheline Kamber
Publisher: Amsterdam ; Boston : Elsevier ; San Francisco, CA : Morgan Kaufmann, ©2006.
Series: Morgan Kaufmann series in data management systems.
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Summary:
Highly anticipated second edition of the definitive reference on data mining by the top authority.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Han, Jiawei.
Data mining.
Amsterdam ; Boston : Elsevier ; San Francisco, CA : Morgan Kaufmann, ©2006
(DLC) 2006296324
(OCoLC)63401845
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Jiawei Han; Micheline Kamber
ISBN: 9780080475585 0080475582
OCLC Number: 143252170
Notes: Previous edition: 2000.
Description: 1 online resource (xxviii, 743 pages) : illustrations.
Contents: 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.
Series Title: Morgan Kaufmann series in data management systems.
Responsibility: Jiawei Han, Micheline Kamber.
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Abstract:

Our ability to generate and collect data has increased. This book explores concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their  Read more...

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"Now, for the first time, there is an outstanding text on data mining which covers the science as well as the process in a comprehensive manner and with great lucidity." --Laks Lakshmanan, Concordia Read more...

 
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