Time series outlier detection based on sliding window prediction

DOI10.1155/2014/879736zbMath1407.62335OpenAlexW2055865901WikidataQ59070386 ScholiaQ59070386MaRDI QIDQ1719309

Yuelong Zhu, Yufeng Yu, Dingsheng Wan, Shi-Jin Li

Publication date: 8 February 2019

Published in: Mathematical Problems in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2014/879736

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10)

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Uses Software

• Rainbow

Cites Work

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• Finding anomalous periodic time series
• A survey of outlier detection methodologies
• Wavelet-based detection of outliers in financial time series
• Discovering cluster-based local outliers
• Outlier Detection for Temporal Data

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