[HTML][HTML] Maritime traffic partitioning: An adaptive semi-supervised spectral regularization approach for leveraging multi-graph evolutionary traffic interactions

X Xin, K Liu, H Li, Z Yang - Transportation Research Part C: Emerging …, 2024 - Elsevier
Maritime situational awareness (MSA) has long been a critical focus within the domain of
maritime traffic surveillance and management. The increasing complexities of ship traffic …

[HTML][HTML] A machine learning method for the recognition of ship behavior using AIS data

Q Ma, S Lian, D Zhang, X Lang, H Rong, W Mao… - Ocean …, 2025 - Elsevier
The efficiency of maritime traffic management and the safety of ship navigation have become
top priorities. This study introduces a ship behavior recognition method that utilizes the …

Generation and complexity analysis of ship encounter scenarios using AIS data for collision avoidance algorithm testing

W Wang, K Liu, L Huang, X Xin, X Wu, Z Yuan - Ocean Engineering, 2024 - Elsevier
Collision avoidance algorithms are critical for enhancing ship navigation safety. To ensure
the reliability of these algorithms, comprehensive testing is imperative prior to their …