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Aggarwal, Charu C.,

Data mining : the textbook / Charu C. Aggarwal. - xxix, 734 pages : 180 illustrations (some color) ; 24 cm.

computer bookfair2016

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.

ISBN: 9783319141411 3319141422

Standard No.: 10.1007/978-3-319-14142-8 doi

Subjects--Topical Terms:
Data mining.
Data Mining and Knowledge Discovery.
Pattern Recognition.

Index Terms--Genre/Form:
Electronic books.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312 / A.C.D