Introduction to data mining / Pang-Ning Tan...[et al.].

Contributor(s): Tan, Pang-Ning | Steinbach, Michael | Karpatne, Anuj | Kumar, VipinMaterial type: Text

TextLanguage: English Publication details: Nodia : Pearson, 2021. Edition: 2nd edDescription: 856 p. : ill. ; 24 cmISBN: 9789354491047; 9780133128901Subject(s): Data miningDDC classification: 006.312 Online resources: WorldCat Details

Contents:

Table of contents Introduction Data Classification: basic concepts and techniques Classification: alternative techniques Association analysis: basic concepts and algorithms Association analysis: advanced concepts Cluster analysis: basic concepts and algorithms Cluster analysis: additional issues and algorithms Anomaly detection Avoiding false discoveries

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode	Item holds
Text	Dr. S. R. Lasker Library, EWU Reserve Section	Non-fiction	006.312 INT 2021 (Browse shelf(Opens below))	C-1	Not For Loan		31631
Text	Dr. S. R. Lasker Library, EWU Circulation Section	Non-fiction	006.312 INT 2021 (Browse shelf(Opens below))	C-2	Available		31632

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Includes bibliographical references and indexes.

Table of contents Introduction
Data
Classification: basic concepts and techniques
Classification: alternative techniques
Association analysis: basic concepts and algorithms
Association analysis: advanced concepts
Cluster analysis: basic concepts and algorithms
Cluster analysis: additional issues and algorithms
Anomaly detection
Avoiding false discoveries

Computer Science & Engineering Computer Science & Engineering

Sagar Shahanawaz

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