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Author

Chengfeng Jia

Observed names: Jia, Chengfeng, chengfeng jia
ORCID: 0000-0001-8458-192X
Observed ORCIDs: 0000-0001-8458-192X, 0000-0003-2029-1020
OpenAlex ID: A5049215056
A Data-Driven Approach for Collision Risk Early Warning in Vessel Encounter Situations Using Attention-BiLSTM
2020 · Jie Ma, Chengfeng Jia, et al. · IEEE Access · 61
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Conditional temporal GAN for intent-aware vessel trajectory prediction in the precautionary area
2023 · chengfeng jia, Jie Ma, et al. · Engineering Applications of Artificial Intelligence · 53
Intent prediction of vessels in intersection waterway based on learning vessel motion patterns with early observations
2021 · Jie Ma, Chengfeng Jia, et al. · Ocean Engineering · 43
Multiple Variational Kalman-GRU for Ship Trajectory Prediction With Uncertainty
2024 · Chengfeng Jia, Jie Ma, et al. · IEEE Transactions on Aerospace and Electronic Systems · 31
RAGAN: A Generative Adversarial Network for risk-aware trajectory prediction in multi-ship encounter situations
2023 · Chengfeng Jia, Jie Ma, et al. · Ocean Engineering · 28
Risk Prediction for Ship Encounter Situation Awareness Using Long Short-Term Memory Based Deep Learning on Intership Behaviors
2020 · Jie Ma, Wenkai Li, et al. · Journal of Advanced Transportation · 27
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Long-term Vessel Motion Predication by Modeling Trajectory Patterns with AIS Data
2019 · Wenkai Li, Chunwei Zhang, et al. · International Conference on Transportation Information and Safety · 26
Bayesian Inference of Collision Avoidance Intent During Ship Encounters
2024 · Chengfeng Jia, Jie Ma, et al. · IEEE Transactions on Automation Science and Engineering · 25
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Evaluating the effectiveness of rhythmic visual guidance technology for mitigating driving risks in highway tunnel groups: A simulation study
2025 · Haoran Zheng, Zhigang Du, et al. · Accident Analysis & Prevention · 22
SAFER-predictor: Sparse adversarial training framework for robust traffic prediction under missing and noisy data
2025 · Yutian Liu, Chengfeng Jia, et al. · Communications in Transportation Research · 19
Motion primitives learning of ship-ship interaction patterns in encounter situations
2022 · Chengfeng Jia, Jie Ma, et al. · Ocean Engineering · 17
FDBR: Ultra-fast and data-efficient behavior recognition of port vessels using a statistical framework
2024 · Huimin Qiang, Zhiyuan Guo, et al. · Ocean Engineering · 8
Linkboost: A Link Prediction Algorithm to Solve the Problem of Network Vulnerability in Cases Involving Incomplete Information
2020 · Chengfeng Jia, Jie Ma, et al. · Complexity · 4
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Toward Resilient Vehicle Platooning: A Two-Layer Secure Control Architecture Against Hybrid Cyber-Physical Threats
2026 · Jian Gong, Lei Ding, et al. · IEEE/CAA Journal of Automatica Sinica · 3
A Multi-Object Tracking framework with feature backtracking under severe occlusion
2026 · Jie Ma, Yi Zheng, et al. · Ocean Engineering · 2
PROMPTER: Probabilistic Inference for Motion Planning in Ship Collision Avoidance Within Restricted Waterways
2025 · Chengfeng Jia, Jian Gong, et al. · IEEE Transactions on Intelligent Transportation Systems · 2
Data-driven model for ship encounter intention inference in intersection waters based on AIS data
2021 · Jie Ma, Qi Liu, et al. · Proceedings of the Institution of Mechanical Engineers Part M Journal of Engineering for the Maritime Environment · 2
Underwater target 6D State Estimation via UUV Attitude Enhance Observability
2025 · Fen Liu, Chengfeng Jia, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 1
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Uncertain-aware Informative Task Planning and Assignment for Multiple-UUVs Cooperative Underwater Exploration
2025 · Chengfeng Jia, Fen Liu, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 1
Modulating driver visual behavior in highway tunnel groups through rhythm-based visual cues
2025 · Haoran Zheng, Anru Chi, et al. · Traffic Injury Prevention · 1
MASkillBlender: Decentralized Whole-Body Coordination for Multi-Humanoid Loco-Manipulation via Skill Blending
2026 · Hu, Yifan, Hong, Luhang, et al. · arXiv (Cornell University)
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A Behavior Pattern-Guided Approach to Safe Navigation Control for Ships in Narrow Waters
2026 · Sheng Gao, Jie Ma, et al. · Advances in Engineering Technology Research
Asynchronous Shared Steering Control via Dynamic Event-Triggering With Data-Driven Guarantees
2026 · Jian Gong, Lei Ding, et al. · IEEE Transactions on Industrial Informatics
A Deep Auto-Encoder Approach for Clustering Cut-in Driving Styles from Naturalistic Data
2025 · Qingqing Hou, Yun Lu, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC)
Deep Reinforcement Learning-Based Hierarchical Framework for Collaborative Multi-UUV Underwater Target Search
2025 · Jiangpeng Li, Chengfeng Jia, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC)
Works count: 28
Citation count: 376
H-index: 11
I10-index: 11
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