Yige Shi

Real-Time Vessel Anomaly Detection Based on Transformer Trajectory Prediction Using AIS Data

Automatic Identification System data provide continuous vessel movement information and have become an important data source for maritime traffic monitoring. However, abnormal vessel behavior is difficult to detect in real time because AIS trajectories are noisy, irregularly sampled, and strongly affected by navigation...