activity
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

collaborators
Showing 2021Show all

2 papers · 1 filter

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…

cs.LG2021★ 8 cited

When is Early Classification of Time Series Meaningful?

Renjie Wu, Audrey Der, Eamonn J. Keogh

Since its introduction two decades ago, there has been increasing interest in the problem of early classification of time series. This problem generalizes classic time series class…