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Outlier Analysis



With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingly participated in the latest advancements of the outlier analysis field. Computer scientists, specifically, approach this field based on their practical experiences in managing large amounts of data, and with far fewer assumptions- the data can be of any type, structured or unstructured, and may be extremely large….


Outlier Analysis

Pub Date : 2016-12-10 | Author : Charu C. Aggarwal | Publisher : Springer

ISBN 10 : 9783319475783
ISBN 13 : 3319475789

This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and stat..


Outlier Analysis

Pub Date : 2013-01-11 | Author : Charu C. Aggarwal | Publisher : Springer Science & Business Media

ISBN 10 : 9781461463962
ISBN 13 : 1461463963

With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingl..


Outlier Analysis

Pub Date : 2016-12-22 | Author : Charu C. Aggarwal | Publisher : Springer

ISBN 10 : 3319475770
ISBN 13 : 9783319475776

This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and stat..


Robust Regression And Outlier Detection

Pub Date : 2005-02-25 | Author : Peter J. Rousseeuw | Publisher : John Wiley & Sons

ISBN 10 : 9780471725374
ISBN 13 : 0471725374

WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase glo..


Outliers

Pub Date : 2008-11-18 | Author : Malcolm Gladwell | Publisher : Penguin UK

ISBN 10 : 9780141903491
ISBN 13 : 014190349X

From the bestselling author of Blink and The Tipping Point, Malcolm Gladwell's Outliers: The Story of Success overturns conventional wisdom about genius to show us what makes an or..



Outlier Detection For Temporal Data

Pub Date : 2014-03-01 | Author : Manish Gupta | Publisher : Morgan & Claypool Publishers

ISBN 10 : 9781627053761
ISBN 13 : 162705376X

Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, enviro..


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