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Online Conditional Outlier Detection in Nonstationary Time Series

The objective of this work is to develop methods for detecting outliers in time series data. Such methods can become the key component of various monitoring and alerting systems, where an outlier may be equal to some adverse condition that needs human attention. However, real-world time series are o...

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Bibliographic Details
Published in:Proc Int Fla AI Res Soc Conf
Main Authors: Liu, Siqi, Wright, Adam, Hauskrecht, Milos
Format: Artigo
Language:Inglês
Published: 2017
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5891145/
https://ncbi.nlm.nih.gov/pubmed/29644345
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