Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection

Dongchan Cho, Jiho Han, Keumyeong Kang +3

Real-world multivariate time series anomalies are rare and often unlabeled. Additionally, prevailing methods rely on increasingly complex architectures tuned to benchmarks, detecti…