most citedKAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks

3 citations · 3 across the 2 of their papers we have counts for

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cs.LG2024★ 3 cited

KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks

Quan Zhou, Changhua Pei, Fei Sun +6

Time series anomaly detection (TSAD) underpins real-time monitoring in cloud services and web systems, allowing rapid identification of anomalies to prevent costly failures. Most T…

cs.LG2024

TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models

Haotian Si, Jianhui Li, Changhua Pei +9

Time series anomaly detection (TSAD) has gained significant attention due to its real-world applications to improve the stability of modern software systems. However, there is no e…