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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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Detalhes bibliográficos
Publicado no:Proc Int Fla AI Res Soc Conf
Main Authors: Liu, Siqi, Wright, Adam, Hauskrecht, Milos
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5891145/
https://ncbi.nlm.nih.gov/pubmed/29644345
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