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20102022
most citedCurrent Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress

149 citations · 358 across the 15 of their papers we have counts for

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Showing 2021 · cs.DBShow all

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cs.DB2021

Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series

Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang +4

The matrix profile is an effective data mining tool that provides similarity join functionality for time series data. Users of the matrix profile can either join a time series with…