Outlier Detection in Two Review Articles (Part 1)
If you need to read two review articles about outlier detection, the first one isâ¦
Outlier Detection: A Survey
The first one, Outlier Detection: A Survey, is written by Chandola, Banerjee and Kumar. They define outlier detection as the problem of â[…] finding patterns in data that do not conform to expected normal behaviorâ. After an introduction to what outliers are, authors present current challenges in this field. In my experience, non-availability of labeled data is a major one.
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