Ran Yan

22 papers Journal 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Causal analysis of ship inspection data and maritime accidents through causal neural networks.
Reliab. Eng. Syst. Saf.
Run Liu, Mingyang Zhang, Ran Yan, Zaili Yang
2026 J jnl
Integrating vessel arrival time forecasting into berth allocation decisions: A predictive-operational framework.
Adv. Eng. Informatics
Zhong Chu, Ran Yan, Xiao Yang, King-Wah Pang, Shuaian Wang
2025 J jnl
Covariate balancing for high-dimensional samples in controlled experiments.
J. Oper. Res. Soc.
Xi Luo, Penggao Yan, Ran Yan, Shuaian Wang
2025 J jnl
Improving port state control through a transfer learning-enhanced XGBoost model.
Reliab. Eng. Syst. Saf.
Ruihan Wang, Mingyang Zhang, Fuzhong Gong, Shaohan Wang, Ran Yan
2025 J jnl
Marine Fault Diagnosis With Self-Supervised Learning Incorporating Out-of-Distribution Detection.
IEEE Trans. Intell. Veh.
Ruihan Wang, Tingting Cheng, Ran Yan
2025 J jnl
Ship fuel consumption prediction based on transfer learning: Models and applications.
Eng. Appl. Artif. Intell.
Xi Luo, Mingyang Zhang, Yi Han, Ran Yan, Shuaian Wang
2024 J jnl
A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data.
Expert Syst. Appl.
Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang
2024 J jnl
A data mining-then-predict method for proactive maritime traffic management by machine learning.
Eng. Appl. Artif. Intell.
Zhao Liu, Wanli Chen, Cong Liu, Ran Yan, Mingyang Zhang
2024 J jnl
A decentralized federated learning-based spatial-temporal model for freight traffic speed forecasting.
Expert Syst. Appl.
Xiuyu Shen, Jingxu Chen, Siying Zhu, Ran Yan
2024 J jnl
A spatial-temporal model for network-wide flight delay prediction based on federated learning.
Appl. Soft Comput.
Xiuyu Shen, Jingxu Chen, Ran Yan
2024 J jnl
Cascading failure modelling in global container shipping network using mass vessel trajectory data.
Reliab. Eng. Syst. Saf.
Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu, Ran Yan
2024 J jnl
Classification and regression in prescriptive analytics: Development of hybrid models and an example of ship inspection by port state control.
Comput. Oper. Res.
Ran Yan, Shuaian Wang, Lu Zhen, Shuo Jiang
2024 J jnl
Energy-Efficient Satellite Range Scheduling Using a Reinforcement Learning-Based Memetic Algorithm.
IEEE Trans. Aerosp. Electron. Syst.
Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Ran Yan, Dongming Fan, Yue Zhang
2024 J jnl
Predicting vessel service time: A data-driven approach.
Adv. Eng. Informatics
Ran Yan, Zhong Chu, Lingxiao Wu, Shuaian Wang
2024 J jnl
Prescriptive analytics models for vessel inspection planning in maritime transportation.
Comput. Ind. Eng.
Ying Yang, Ran Yan, Shuaian Wang
2024 J jnl
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.
Swarm Evol. Comput.
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng
2024 J jnl
Sora for Hierarchical Parallel Motion Planner: A Safe End-to-End Method Against OOD Events.
IEEE Trans. Intell. Veh.
Siyu Teng, Ran Yan, Xiaotong Zhang, Yuchen Li, Xingxia Wang, Yutong Wang, Yonglin Tian, Hui Yu, Lingxi Li, Long Chen, Fei-Yue Wang
2024 J jnl
Sora for Intelligent Vehicles: A Step From Constraint-Based Simulation to Artificiofactual Experiments Through Dynamic Visualization.
IEEE Trans. Intell. Veh.
Xumeng Wang, Xiao Xue, Ran Yan, Xingxia Wang, Yining Di, Wei Chen, Fei-Yue Wang
2023 J jnl
Federated learning for green shipping optimization and management.
Adv. Eng. Informatics
Haoqing Wang, Ran Yan, Man Ho Au, Shuaian Wang, Yong Jimmy Jin
2023 J jnl
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.
CoRR
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani
2021 J jnl
An Artificial Intelligence Model Considering Data Imbalance for Ship Selection in Port State Control Based on Detention Probabilities.
J. Comput. Sci.
Ran Yan, Shuaian Wang, Chuansheng Peng
2021 J jnl
Development of Two Highly-Efficient and Innovative Inspection Schemes for PSC Inspection.
Asia Pac. J. Oper. Res.
Ran Yan, Dan Zhuge, Shuaian Wang