Xianbo Zhang

Threshold-free Anomaly Detection for Streaming Time Series through Deep Learning

2021 · 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Anomaly detection for streaming time series is a key issue in real applications, especially in the IT industry like ecommerce. Instead of employing the traditional threshold-based approach to achieve anomaly detection, we propose a threshold-free …