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Hanyu Zhang
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An improved Bayesian combination model for short-term traffic prediction with deep learning
Y Gu, W Lu, X Xu, L Qin, Z Shao, H Zhang
IEEE Transactions on Intelligent Transportation Systems 21 (3), 1332-1342, 2019
1562019
Short-term passenger flow prediction under passenger flow control using a dynamic radial basis function network
H Li, Y Wang, X Xu, L Qin, H Zhang
Applied Soft Computing 83, 105620, 2019
1272019
Resiliency of on-demand multimodal transit systems during a pandemic
R Auad, K Dalmeijer, C Riley, T Santanam, A Trasatti, P Van Hentenryck, ...
Transportation Research Part C: Emerging Technologies 133, 103418, 2021
362021
Improving service quality of metro systems—A case study in the Beijing metro
X Xu, Y Lu, Y Wang, J Li, H Zhang
Ieee Access 8, 12573-12591, 2020
242020
Multi-resolution spatio-temporal prediction with application to wind power generation
Z Dong, H Zhang, S Zhu, Y Xie, P Van Hentenryck
arXiv preprint arXiv:2108.13285, 2021
92021
Public Transit for Special Events: Ridership Prediction and Train Scheduling
T Santanam, A Trasatti, P Van Hentenryck, H Zhang
IEEE Transactions on Intelligent Transportation Systems, 2024
6*2024
Transfer causal learning: Causal effect estimation with knowledge transfer
S Wei, R Moore, H Zhang, Y Xie, R Kamaleswaran
ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 2023
62023
Risk-aware control and optimization for high-renewable power grids
N Barry, M Chatzos, W Chen, D Han, C Huang, R Joseph, M Klamkin, ...
arXiv preprint arXiv:2204.00950, 2022
62022
Asset bundling for hierarchical forecasting of wind power generation
H Zhang, M Tanneau, C Huang, VR Joseph, S Wang, P Van Hentenryck
Electric Power Systems Research 235, 110771, 2024
22024
Optimization-based Learning for Dynamic Load Planning in Trucking Service Networks
R Ojha, W Chen, H Zhang, R Khir, A Erera, P Van Hentenryck
arXiv preprint arXiv:2307.04050, 2023
22023
Changes in Commuter Behavior from COVID-19 Lockdowns in the Atlanta Metropolitan Area
T Santanam, A Trasatti, H Zhang, C Riley, P Van Hentenryck, R Krishnan
arXiv preprint arXiv:2302.13512, 2023
22023
Weather-informed probabilistic forecasting and scenario generation in power systems
H Zhang, R Zandehshahvar, M Tanneau, P Van Hentenryck
Applied Energy 384, 125369, 2025
12025
LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data
H Zhang, C Arvin, D Efimov, MW Mahoney, D Perrault-Joncas, ...
NeurIPS Workshop on Time Series in the Age of Large Models, 2024
12024
Asset Bundling for Wind Power Forecasting
H Zhang, M Tanneau, C Huang, VR Joseph, S Wang, P Van Hentenryck
arXiv preprint arXiv:2309.16492, 2023
2023
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