Development of Two Highly-Efficient and Innovative Inspection Schemes for PSC Inspection. - Ran Yan 002; Dan Zhuge; Shuaian Wang (Asia Pac. J. Oper. Res., 2021)

An Artificial Intelligence Model Considering Data Imbalance for Ship Selection in Port State Control Based on Detention Probabilities. - Ran Yan 002; Shuaian Wang; Chuansheng Peng (J. Comput. Sci., 2021)

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities. - Yanjie Song 001; Yutong Wu 014; Yangyang Guo; Ran Yan 002; Ponnuthurai N. Suganthan; Yue Zhang 010; Witold Pedrycz; Yingwu Chen 001; Swagatam Das; Rammohan Mallipeddi; Oladayo Solomon Ajani (CoRR, 2023)

Federated learning for green shipping optimization and management. - Haoqing Wang; Ran Yan 002; Man Ho Au; Shuaian Wang; Yong Jimmy Jin (Adv. Eng. Informatics, 2023)

Predicting vessel service time: A data-driven approach. - Ran Yan 002; Zhong Chu; Lingxiao Wu; Shuaian Wang (Adv. Eng. Informatics, 2024)

A spatial-temporal model for network-wide flight delay prediction based on federated learning. - Xiuyu Shen; Jingxu Chen; Ran Yan 002 (Appl. Soft Comput., 2024)

Prescriptive analytics models for vessel inspection planning in maritime transportation. - Ying Yang; Ran Yan 002; Shuaian Wang (Comput. Ind. Eng., 2024)

A data mining-then-predict method for proactive maritime traffic management by machine learning. - Zhao Liu; Wanli Chen; Cong Liu 023; Ran Yan 002; Mingyang Zhang (Eng. Appl. Artif. Intell., 2024)

Cascading failure modelling in global container shipping network using mass vessel trajectory data. - Yang Xu 054; Peng Peng 007; Christophe Claramunt; Feng Lu 004; Ran Yan 002 (Reliab. Eng. Syst. Saf., 2024)

Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities. - Yanjie Song 001; Yutong Wu 014; Yangyang Guo; Ran Yan 002; Ponnuthurai Nagaratnam Suganthan; Yue Zhang 010; Witold Pedrycz; Swagatam Das; Rammohan Mallipeddi; Oladayo Solomon Ajani; Qiang Feng (Swarm Evol. Comput., 2024)

Classification and regression in prescriptive analytics: Development of hybrid models and an example of ship inspection by port state control. - Ran Yan 002; Shuaian Wang; Lu Zhen; Shuo Jiang (Comput. Oper. Res., 2024)

A decentralized federated learning-based spatial-temporal model for freight traffic speed forecasting. - Xiuyu Shen; Jingxu Chen; Siying Zhu; Ran Yan 002 (Expert Syst. Appl., 2024)

A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data. - Xiaocai Zhang; Zhe Xiao; Xiuju Fu; Xiaoyang Wei 003; Tao Liu 016; Ran Yan 002; Zheng Qin 004; Jianjia Zhang (Expert Syst. Appl., 2024)

Sora for Intelligent Vehicles: A Step From Constraint-Based Simulation to Artificiofactual Experiments Through Dynamic Visualization. - Xumeng Wang; Xiao Xue 001; Ran Yan 002; Xingxia Wang; Yining Di; Wei Chen 001; Fei-Yue Wang 001 (IEEE Trans. Intell. Veh., 2024)

Sora for Hierarchical Parallel Motion Planner: A Safe End-to-End Method Against OOD Events. - Siyu Teng; Ran Yan 002; Xiaotong Zhang 007; Yuchen Li 004; Xingxia Wang; Yutong Wang 001; Yonglin Tian; Hui Yu 001; Lingxi Li 001; Long Chen 005; Fei-Yue Wang 001 (IEEE Trans. Intell. Veh., 2024)

Energy-Efficient Satellite Range Scheduling Using a Reinforcement Learning-Based Memetic Algorithm. - Yanjie Song 001; Ponnuthurai Nagaratnam Suganthan; Witold Pedrycz; Ran Yan 002; Dongming Fan; Yue Zhang 010 (IEEE Trans. Aerosp. Electron. Syst., 2024)

Ship fuel consumption prediction based on transfer learning: Models and applications. - Xi Luo; Mingyang Zhang; Yi Han; Ran Yan 002; Shuaian Wang (Eng. Appl. Artif. Intell., 2025)

Improving port state control through a transfer learning-enhanced XGBoost model. - Ruihan Wang; Mingyang Zhang; Fuzhong Gong; Shaohan Wang; Ran Yan 002 (Reliab. Eng. Syst. Saf., 2025)

Marine Fault Diagnosis With Self-Supervised Learning Incorporating Out-of-Distribution Detection. - Ruihan Wang; Tingting Cheng; Ran Yan 002 (IEEE Trans. Intell. Veh., 2025)

Covariate balancing for high-dimensional samples in controlled experiments. - Xi Luo; Penggao Yan; Ran Yan 002; Shuaian Wang (J. Oper. Res. Soc., 2025)