17 citations · 19 across the 4 of their papers we have counts for
4 papers
Federated Variational Learning for Anomaly Detection in Multivariate Time Series
Kai Zhang, Yushan Jiang, Lee Seversky +3
Anomaly detection has been a challenging task given high-dimensional multivariate time series data generated by networked sensors and actuators in Cyber-Physical Systems (CPS). Bes…
Learning to Detect: A Data-driven Approach for Network Intrusion Detection
Zachary Tauscher, Yushan Jiang, Kai Zhang +2
With massive data being generated daily and the ever-increasing interconnectivity of the world's Internet infrastructures, a machine learning based intrusion detection system (IDS)…
Learning-to-Dispatch: Reinforcement Learning Based Flight Planning under Emergency
Kai Zhang, Yupeng Yang, Chengtao Xu +2
The effectiveness of resource allocation under emergencies especially hurricane disasters is crucial. However, most researchers focus on emergency resource allocation in a ground t…
Spatio-Temporal Data Mining for Aviation Delay Prediction
Kai Zhang, Yushan Jiang, Dahai Liu +1
To accommodate the unprecedented increase of commercial airlines over the next ten years, the Next Generation Air Transportation System (NextGen) has been implemented in the USA th…