| AGNP: Network-wide short-term probabilistic traffic speed prediction and imputation M Xu, Y Di, H Ding, Z Zhu, X Chen, H Yang Communications in Transportation Research 3, 100099, 2023 | 30 | 2023 |
| Multi-task supply-demand prediction and reliability analysis for docked bike-sharing systems via transformer-encoder-based neural processes M Xu, Y Di, H Yang, X Chen, Z Zhu Transportation Research Part C: Emerging Technologies 147, 104015, 2023 | 25 | 2023 |
| Designing van-based mobile battery swapping and rebalancing services for dockless ebike-sharing systems based on the dueling double deep Q-network M Xu, Y Di, Z Zhu, H Yang, X Chen Transportation Research Part C: Emerging Technologies 138, 103620, 2022 | 25 | 2022 |
| A Bayesian clustering ensemble Gaussian process model for network-wide traffic flow clustering and prediction Z Zhu, M Xu, J Ke, H Yang, XM Chen Transportation Research Part C: Emerging Technologies 148, 104032, 2023 | 13 | 2023 |
| Fitting spatial-temporal data via a physics regularized multi-output grid Gaussian process: case studies of a bike-sharing system Z Zhu, M Xu, Y Di, H Yang IEEE Transactions on Intelligent Transportation Systems 23 (11), 21090-21101, 2022 | 13 | 2022 |
| Modelling ride-sourcing matching and pickup processes based on additive Gaussian Process Models Z Zhu, M Xu, Y Di, X Chen, J Yu Transportmetrica B: Transport Dynamics 11 (1), 590-611, 2023 | 11 | 2023 |
| Analysis of ride-sourcing drivers' working Pattern (s) via spatiotemporal work slices: A case study in Hangzhou Y Di, M Xu, Z Zhu, H Yang, X Chen Transport Policy 125, 336-351, 2022 | 7 | 2022 |
| Design and analysis of ride-sourcing services with auxiliary autonomous vehicles for transportation hubs in multi-modal transportation systems M Xu, Y Di, Z Zhu, H Yang, X Chen Transportmetrica B: Transport Dynamics 12 (1), 2333869, 2024 | 4 | 2024 |
| A non-local grouping tensor train decomposition model for travel demand analysis concerning categorical independent variables Z Zhu, M Xu, K Wang, C Lei, Y Xia, XM Chen Transportation Research Part C: Emerging Technologies 157, 104396, 2023 | 3 | 2023 |
| Multi-Platform dynamic game and operation of hybrid Bike-Sharing systems based on reinforcement learning Z Shi, M Xu, Y Song, Z Zhu Transportation Research Part E: Logistics and Transportation Review 181, 103374, 2024 | 2 | 2024 |
Zheng Zhu"Hundred Talents Program" Professor, Zhejiang University在 zju.edu.cn 的电子邮件经过验证
