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RECORD NUMBER: 23 OF 32

OLS Field Name OLS Field Data
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
Holdings
Library Call Number Additional Info Location Last
Modified
Checkout
Status
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.