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Implement RobustPeriod #20

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LouisCarpentier42 opened this issue Nov 12, 2024 · 0 comments
Open

Implement RobustPeriod #20

LouisCarpentier42 opened this issue Nov 12, 2024 · 0 comments
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Window size selection Implement new methods to decide the window size of a time series

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@LouisCarpentier42
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Implement RobustPeriod [1, 2] for automatic window size selection.

[1] Wen, Qingsong, et al. "RobustPeriod: Robust time-frequency mining for multiple periodicity detection." Proceedings of the 2021 international conference on management of data. 2021.
[2] Ermshaus, Arik, Patrick Schäfer, and Ulf Leser. "Window size selection in unsupervised time series analytics: A review and benchmark." International Workshop on Advanced Analytics and Learning on Temporal Data. Springer, Cham, 2023.
@LouisCarpentier42 LouisCarpentier42 added the Window size selection Implement new methods to decide the window size of a time series label Nov 12, 2024
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