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Main Title Outlier analysis /
Author Aggarwal, Charu C.
Publisher Springer,
Year Published 2013
OCLC Number 821217435
ISBN 1461463955; 9781461463955; 9781461463962; 1461463963
Subjects Outliers (Statistics) ; Data mining.
Internet Access
Description Access URL
Cover http://swbplus.bsz-bw.de/bsz376561831cov.htm
Library Call Number Additional Info Location Last
ELBM  QA276.A34 2013 AWBERC Library/Cincinnati,OH 02/09/2015
Collation xv, 446 pages : illustrations (some color) ; 24 cm
Notes Includes bibliographical references (pages 401-442) and index.
Contents Notes An introduction to outlier analysis -- Probabilistic and statistical models for outlier detection -- Linear models for outlier detection -- Proximity-based outlier detection -- High-dimensional outlier detection: The subspace method -- Supervised outlier detection -- Outlier detection in categorical, text and mixed attribute data -- Time series and multidimensional streaming outlier detection -- Outlier detection in discrete sequences -- Spatial outlier detection -- Outlier detection in graphs and networks -- Applications of outlier analysis.
Place Published New York
PUB Date Free Form 2013
BIB Level m
Medium unmediated
Content text
Carrier volume
Cataloging Source OCLC/T
LCCN 2012956186
OCLC Time Stamp 20150202131349
Language eng
Origin OCLC
Type CAT
OCLC Rec Leader 01927cam 2200421Ia 45020