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20202025
most citedIs it worth it? Comparing six deep and classical methods for unsupervised anomaly detection in time series

54 citations · 85 across the 19 of their papers we have counts for

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stat.AP2024

Regime Identification for Improving Causal Analysis in Non-stationary Timeseries

Wasim Ahmad, Maha Shadaydeh, Joachim Denzler

Time series data from real-world systems often display non-stationary behavior, indicating varying statistical characteristics over time. This inherent variability poses significan…