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20222025
most citedIs it worth it? Comparing six deep and classical methods for unsupervised anomaly detection in time series

54 citations · 55 across the 3 of their papers we have counts for

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Showing 2024Show all

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cs.LG2024★ 1 cited

Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry

Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling +1

The detection of abnormal or critical system states is essential in condition monitoring. While much attention is given to promptly identifying anomalies, a retrospective analysis…