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Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.

Introduction to data mining / Pang-Ning Tan, Michael St...

Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.

https://devfeature-collection.sl.nsw.gov.au/record/74VKd5j5MKdg

Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.

About this item

Full title

Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.

Author / Creator

Publisher

Boston : Pearson Addison Wesley, c2006, [i.e. 2005]

Call Numbers

N006.312/2

Record Identifier

74VKd5j5MKdg

MMS ID

991020121039702626

Language

English

Formats

Physical Description

Physical content

xxi, 769 p. : ill. 24 cm.

Contents

1. Introduction -- 2. Data -- 3. Exploring data -- 4. Classification : basic concepts, decision trees, and model evaluation -- 5. Classification : alternative techniques -- 6. Association analysis : basic concepts and algorithms -- 7. Association analysis : advanced concepts -- 8. Cluster analysis :...

Publication information

Publisher

Boston : Pearson Addison Wesley, c2006, [i.e. 2005]

Edition

1st ed.

Place of Publication

Massachusetts

Date Published

c2006, [i.e. 2005]

Subjects

Subjects and topics

More information

Scope and Contents

Summary

"Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals. It provides a sound understanding of the foundations of data mining, in addition to covering many important advanced topics."--BOOK JACKET.

Alternative Titles

Full title

Introduction to data mining / Pang-Ning Tan, Michael Steinbach, Vipin Kumar.

Authors, Artists and Contributors

Author / Creator

Notes

General note

Includes bibliographical references and indexes.

Contextual Information

Date Copyright

c2006, [i.e. 2005]

Other version (online)

Identifiers

Primary Identifiers

Call Numbers

N006.312/2

Record Identifier

74VKd5j5MKdg

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/74VKd5j5MKdg

Other Identifiers

ISBN

0321321367 (alk. paper)

9780321321367 (alk. paper)

DDC

006.312

MMS ID

991020121039702626

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