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Ran Yan 0002
Person information
- affiliation: Nanyang Technological University, School of Civil and Environmental Engineering, Singapore
- affiliation: Hong Kong Polytechnic University, Department of Logistics and Maritime Studies, Faculty of Business, Hong Kong
Other persons with the same name
- Ran Yan — disambiguation page
- Ran Yan 0001
— Wuhan University, School of Cyber Science and Engineering, China
- Ran Yan 0003
— Megvii Inc., Research 3D, Beijing, China
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2020 – today
- 2025
- [j19]Xi Luo, Mingyang Zhang, Yi Han, Ran Yan
, Shuaian Wang
:
Ship fuel consumption prediction based on transfer learning: Models and applications. Eng. Appl. Artif. Intell. 141: 109769 (2025) - [j18]Xi Luo, Penggao Yan, Ran Yan
, Shuaian Wang
:
Covariate balancing for high-dimensional samples in controlled experiments. J. Oper. Res. Soc. 76(8): 1584-1598 (2025) - [j17]Ruihan Wang
, Mingyang Zhang
, Fuzhong Gong, Shaohan Wang
, Ran Yan
:
Improving port state control through a transfer learning-enhanced XGBoost model. Reliab. Eng. Syst. Saf. 253: 110558 (2025) - [j16]Ruihan Wang, Tingting Cheng
, Ran Yan
:
Marine Fault Diagnosis With Self-Supervised Learning Incorporating Out-of-Distribution Detection. IEEE Trans. Intell. Veh. 10(2): 1315-1326 (2025) - 2024
- [j15]Ran Yan
, Zhong Chu, Lingxiao Wu
, Shuaian Wang
:
Predicting vessel service time: A data-driven approach. Adv. Eng. Informatics 62: 102718 (2024) - [j14]Xiuyu Shen, Jingxu Chen
, Ran Yan
:
A spatial-temporal model for network-wide flight delay prediction based on federated learning. Appl. Soft Comput. 154: 111380 (2024) - [j13]Ying Yang
, Ran Yan
, Shuaian Wang
:
Prescriptive analytics models for vessel inspection planning in maritime transportation. Comput. Ind. Eng. 190: 110012 (2024) - [j12]Ran Yan
, Shuaian Wang
, Lu Zhen
, Shuo Jiang
:
Classification and regression in prescriptive analytics: Development of hybrid models and an example of ship inspection by port state control. Comput. Oper. Res. 163: 106517 (2024) - [j11]Zhao Liu
, Wanli Chen
, Cong Liu
, Ran Yan
, Mingyang Zhang
:
A data mining-then-predict method for proactive maritime traffic management by machine learning. Eng. Appl. Artif. Intell. 135: 108696 (2024) - [j10]Xiaocai Zhang
, Zhe Xiao
, Xiuju Fu
, Xiaoyang Wei
, Tao Liu
, Ran Yan
, Zheng Qin
, Jianjia Zhang
:
A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data. Expert Syst. Appl. 238(Part E): 122191 (2024) - [j9]Xiuyu Shen
, Jingxu Chen
, Siying Zhu
, Ran Yan
:
A decentralized federated learning-based spatial-temporal model for freight traffic speed forecasting. Expert Syst. Appl. 238(Part E): 122302 (2024) - [j8]Yang Xu
, Peng Peng
, Christophe Claramunt
, Feng Lu, Ran Yan
:
Cascading failure modelling in global container shipping network using mass vessel trajectory data. Reliab. Eng. Syst. Saf. 249: 110231 (2024) - [j7]Yanjie Song
, Yutong Wu
, Yangyang Guo, Ran Yan
, Ponnuthurai Nagaratnam Suganthan
, Yue Zhang
, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani
, Qiang Feng:
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities. Swarm Evol. Comput. 86: 101517 (2024) - [j6]Yanjie Song
, Ponnuthurai Nagaratnam Suganthan
, Witold Pedrycz
, Ran Yan
, Dongming Fan
, Yue Zhang
:
Energy-Efficient Satellite Range Scheduling Using a Reinforcement Learning-Based Memetic Algorithm. IEEE Trans. Aerosp. Electron. Syst. 60(4): 4073-4087 (2024) - [j5]Xumeng Wang
, Xiao Xue
, Ran Yan
, Xingxia Wang
, Yining Di
, Wei Chen
, Fei-Yue Wang
:
Sora for Intelligent Vehicles: A Step From Constraint-Based Simulation to Artificiofactual Experiments Through Dynamic Visualization. IEEE Trans. Intell. Veh. 9(3): 4249-4253 (2024) - [j4]Siyu Teng
, Ran Yan
, Xiaotong Zhang, Yuchen Li
, Xingxia Wang
, Yutong Wang
, Yonglin Tian
, Hui Yu
, Lingxi Li
, Long Chen, Fei-Yue Wang
:
Sora for Hierarchical Parallel Motion Planner: A Safe End-to-End Method Against OOD Events. IEEE Trans. Intell. Veh. 9(4): 4573-4576 (2024) - 2023
- [j3]Haoqing Wang
, Ran Yan
, Man Ho Au, Shuaian Wang
, Yong Jimmy Jin
:
Federated learning for green shipping optimization and management. Adv. Eng. Informatics 56: 101994 (2023) - [i1]Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan
, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani:
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities. CoRR abs/2308.13420 (2023) - 2021
- [j2]Ran Yan
, Dan Zhuge, Shuaian Wang
:
Development of Two Highly-Efficient and Innovative Inspection Schemes for PSC Inspection. Asia Pac. J. Oper. Res. 38(3): 2040013:1-2040013:23 (2021) - [j1]Ran Yan
, Shuaian Wang
, Chuansheng Peng:
An Artificial Intelligence Model Considering Data Imbalance for Ship Selection in Port State Control Based on Detention Probabilities. J. Comput. Sci. 48: 101257 (2021)
Coauthor Index

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last updated on 2025-10-02 02:35 CEST by the dblp team
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