Data Mining pp 237-263 | Cite as

Outlier Analysis

  • Charu C. AggarwalEmail author


An outlier is an observation which deviates so much from the other observations as to arouse suspicions that it was generated by a different mechanism.


Receiver Operating Characteristic Curve Mahalanobis Distance Outlier Detection Neighbor Distance Outlier Analysis 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  1. 1.IBM T.J. Watson Research CenterYorktown HeightsUSA

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