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Author Aggarwal, Charu C.
Title Outlier analysis [electronic resource] / Charu C. Aggarwal.
Publication Info. New York, NY : Springer, c2013.
Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOKS-DDA    AVAIL. ONLINE
Description 1 online resource.
Contents 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.
Bibliography Includes bibliographical references and index.
Reproduction Electronic reproduction. Perth, W.A. Available via World Wide Web.
Subject Outliers (Statistics)
Data mining.
Database management.
Data mining.
Mathematical statistics.
Statistics and Computing/Statistics Programs.
Added Author Ebooks Corporation
ISBN 9781461463962 (electronic bk.)
1461463963 (electronic bk.)
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