Chengfeng Jia

Conditional temporal GAN for intent-aware vessel trajectory prediction in the precautionary area

Jie Ma, Chengfeng Jia, 2023, Engineering Applications of Artificial Intelligence.

Risk Prediction for Ship Encounter Situation Awareness Using Long Short-Term Memory Based Deep Learning on Intership Behaviors

Wenkai Li, Jie Ma, Yu Zhang, 2020, Journal of Advanced Transportation.

A Data-Driven Approach for Collision Risk Early Warning in Vessel Encounter Situations Using Attention-BiLSTM

Wenkai Li, Xiaochun Cheng, Xin Yang, 2020, IEEE Access.

Intent prediction of vessels in intersection waterway based on learning vessel motion patterns with early observations

Yaqing Shu, Chengfeng Jia, Yu Zhang, 2021, Ocean Engineering.

Linkboost: A Link Prediction Algorithm to Solve the Problem of Network Vulnerability in Cases Involving Incomplete Information

Qi Liu, Hua Han, Yu Zhang, 2020, Complex..

Long-term Vessel Motion Predication by Modeling Trajectory Patterns with AIS Data

Jie Ma, Wenkai Li, Chengfeng Jia, 2019, 2019 5th International Conference on Transportation Information and Safety (ICTIS).

RAGAN: A Generative Adversarial Network for risk-aware trajectory prediction in multi-ship encounter situations

Chengfeng Jia, Jie Ma, Xin Yang, 2023, Ocean Engineering.

Motion primitives learning of ship-ship interaction patterns in encounter situations

Jie Ma, Y. Su, Yu Zhang, 2022, Ocean Engineering.

Data-driven model for ship encounter intention inference in intersection waters based on AIS data

Qi Liu, Jie Ma, Chengfeng Jia, 2021, Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment.