Transcription of Outlier Analysis Second Edition
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Outlier AnalysisSecond EditionCharu C. AggarwalIBM T. J. Watson Research CenterYorktown Heights, New YorkNovember 25, 2016 PDF Downloadable from iiPDF Downloadable from To my wife, my daughter Sayani,and my late parents Dr. Prem Sarup and Mrs. Pushplata Downloadable from ivPDF Downloadable from Contents1 An Introduction to Outlier TheDataModelisEverything .. Connections with Supervised The Basic Outlier Detection Models .. Feature Selection in Outlier Probabilistic and Statistical LinearModels .. Spectral High-Dimensional Outlier OutlierEnsembles .. SequentialEnsembles .. IndependentEnsembles .. Categorical,Text, Times-SeriesDataandDataStreams.
Contents 1 An Introduction to Outlier Analysis 1 1.1 Introduction..... 1 1.2 TheDataModelisEverything ..... 5
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