most citedMultivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis

40 citations · 40 across the 1 of their papers we have counts for

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cs.LG2024★ 40 cited

Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis

Zhe Liu, Xiang Huang, Jingyun Zhang +3

Unsupervised anomaly detection in time series is essential in industrial applications, as it significantly reduces the need for manual intervention. Multivariate time series pose a…