Won Hee Lee

STGVAD: Spatio-Temporal Graph-Based Vessel Behavior Anomaly Detection

2025 · IEEE Access

Predicting vessel trajectories and detecting anomalous behaviors are fundamental yet challenging tasks in the maritime domain, primarily due to the dynamic and unstructured nature of the marine environment. While Spatio-Temporal Graph Neural Networks (ST-GNNs) have …