Ran Yan

According to our database, Ran Yan authored at least 20 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Covariate balancing for high-dimensional samples in controlled experiments.

Xi Luo, Penggao Yan, Ran Yan, Shuaian Wang

J. Oper. Res. Soc., August, 2025

Marine Fault Diagnosis With Self-Supervised Learning Incorporating Out-of-Distribution Detection.

Ruihan Wang, Tingting Cheng, Ran Yan

IEEE Trans. Intell. Veh., February, 2025

Improving port state control through a transfer learning-enhanced XGBoost model.

Ruihan Wang, Mingyang Zhang, Fuzhong Gong, Shaohan Wang, Ran Yan

Reliab. Eng. Syst. Saf., 2025

Ship fuel consumption prediction based on transfer learning: Models and applications.

Xi Luo, Mingyang Zhang, Yi Han, Ran Yan, Shuaian Wang

Eng. Appl. Artif. Intell., 2025

2024

Energy-Efficient Satellite Range Scheduling Using a Reinforcement Learning-Based Memetic Algorithm.

Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Ran Yan, Dongming Fan, Yue Zhang

IEEE Trans. Aerosp. Electron. Syst., August, 2024

Sora for Hierarchical Parallel Motion Planner: A Safe End-to-End Method Against OOD Events.

Siyu Teng, Ran Yan, Xiaotong Zhang, Yuchen Li, Xingxia Wang, Yutong Wang, Yonglin Tian, Hui Yu, Lingxi Li, Long Chen, Fei-Yue Wang

IEEE Trans. Intell. Veh., April, 2024

Sora for Intelligent Vehicles: A Step From Constraint-Based Simulation to Artificiofactual Experiments Through Dynamic Visualization.

Xumeng Wang, Xiao Xue, Ran Yan, Xingxia Wang, Yining Di, Wei Chen, Fei-Yue Wang

IEEE Trans. Intell. Veh., March, 2024

A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data.

Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang

Expert Syst. Appl., March, 2024

A decentralized federated learning-based spatial-temporal model for freight traffic speed forecasting.

Xiuyu Shen, Jingxu Chen, Siying Zhu, Ran Yan

Expert Syst. Appl., March, 2024

Classification and regression in prescriptive analytics: Development of hybrid models and an example of ship inspection by port state control.

Ran Yan, Shuaian Wang, Lu Zhen, Shuo Jiang

Comput. Oper. Res., March, 2024

Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.

Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng

Swarm Evol. Comput., 2024

Cascading failure modelling in global container shipping network using mass vessel trajectory data.

Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu, Ran Yan

Reliab. Eng. Syst. Saf., 2024

A data mining-then-predict method for proactive maritime traffic management by machine learning.

Zhao Liu, Wanli Chen, Cong Liu, Ran Yan, Mingyang Zhang

Eng. Appl. Artif. Intell., 2024

Prescriptive analytics models for vessel inspection planning in maritime transportation.

Ying Yang, Ran Yan, Shuaian Wang

Comput. Ind. Eng., 2024

A spatial-temporal model for network-wide flight delay prediction based on federated learning.

Xiuyu Shen, Jingxu Chen, Ran Yan

Appl. Soft Comput., 2024

Predicting vessel service time: A data-driven approach.

Ran Yan, Zhong Chu, Lingxiao Wu, Shuaian Wang

Adv. Eng. Informatics, 2024

2023

Federated learning for green shipping optimization and management.

Haoqing Wang, Ran Yan, Man Ho Au, Shuaian Wang, Yong Jimmy Jin

Adv. Eng. Informatics, April, 2023

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.

Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani

CoRR, 2023

2021

An Artificial Intelligence Model Considering Data Imbalance for Ship Selection in Port State Control Based on Detention Probabilities.

Ran Yan, Shuaian Wang, Chuansheng Peng

J. Comput. Sci., 2021

Development of Two Highly-Efficient and Innovative Inspection Schemes for PSC Inspection.

Ran Yan, Dan Zhuge, Shuaian Wang

Asia Pac. J. Oper. Res., 2021