Data mining : the textbook / Charu C. Aggarwal.

By:

Aggarwal, Charu C [author.]

Contributor(s):

Ohio Library and Information Network

Material type: Text

TextPublisher: Cham : Springer, 2015Description: xxix, 734 pages : 180 illustrations (some color) ; 24 cmContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9783319141411
3319141422

Subject(s):

Genre/Form:

Electronic books.

DDC classification:

006.312 23 A.C.D

LOC classification:

QA76.9.D343

Online resources:

Contents:

Introduction to Data Mining -- Data Preparation -- Similarity and Distances -- Association Pattern Mining -- Association Pattern Mining: Advanced Concepts -- Cluster Analysis -- Cluster Analysis: Advanced Concepts -- Outlier Analysis -- Outlier Analysis: Advanced Concepts -- Data Classification -- Data Classification: Advanced Concepts -- Mining Data Streams -- Mining Text Data -- Mining Time-Series Data -- Mining Discrete Sequences -- Mining Spatial Data -- Mining Graph Data -- Mining Web Data -- Social Network Analysis -- Privacy-Preserving Data Mining.

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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 A.C.D (Browse shelf(Opens below))	Available		00012581

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Includes bibliographical references and index.

Introduction to Data Mining --
Data Preparation --
Similarity and Distances --
Association Pattern Mining --
Association Pattern Mining: Advanced Concepts --
Cluster Analysis --
Cluster Analysis: Advanced Concepts --
Outlier Analysis --
Outlier Analysis: Advanced Concepts --
Data Classification --
Data Classification: Advanced Concepts --
Mining Data Streams --
Mining Text Data --
Mining Time-Series Data --
Mining Discrete Sequences --
Mining Spatial Data --
Mining Graph Data --
Mining Web Data --
Social Network Analysis --
Privacy-Preserving Data Mining.

Available to OhioLINK libraries.

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