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

By:

Han, Jiawei

Contributor(s):

Material type: Text

TextSeries: Morgan Kaufmann series in data management systemsPublisher: Amsterdam, NE : Elsevier, c2012Edition: Third EditionDescription: xxxv, 703 pages. : illustrations ; 25 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9789380931913

Subject(s):

Data mining

DDC classification:

006.312 22 H.J.D

LOC classification:

QA76.9.D343 H36 2011

Contents:

Introduction -- Getting to know your data -- Data processing -- Data warehousing and online analytical processing -- Data cube technology -- Mining frequent patterns, associations, and correlations : basic concepts and methods -- Advanced pattern mining -- Classification : basic concepts -- Classification : advanced methods -- Cluster analysis : basic concepts and methods -- Advanced cluster analysis -- Outlier detection -- Data mining trends and research frontiers

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode
Books	Main library A2	Computers & Information Technology ( Information systems )	006.312 H.J.D (Browse shelf(Opens below))	Available		00014778
Books	Main library A2	Computers & Information Technology ( Information systems )	006.312 H.J.D (Browse shelf(Opens below))	Available		00005814

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Includes bibliographical references and index.

Introduction --
Getting to know your data --
Data processing --
Data warehousing and online analytical processing --
Data cube technology --
Mining frequent patterns, associations, and correlations : basic concepts and methods --
Advanced pattern mining --
Classification : basic concepts --
Classification : advanced methods --
Cluster analysis : basic concepts and methods --
Advanced cluster analysis --
Outlier detection --
Data mining trends and research frontiers

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