Yaowen Yang

Point-Correlate Adversarial Transformer for Unsupervised Multivariate Time Series Anomaly Detection

2024

Multivariate time series anomaly detection plays a crucial role in industrial production. However, the inherent complexity and randomness of time series pose significant challenges. Furthermore, existing detection methods struggle to provide reliable explanations for outliers. …