| --- |
| license: mit |
| task_categories: |
| - time-series-forecasting |
| language: |
| - en |
| tags: |
| - traffic_forecasting, |
| - drones |
| --- |
| |
|
|
|
|
| # 🚥 SimBarca: Simulated Barcelona Traffic |
|
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| This is the dataset accompanying https://github.com/Weijiang-Xiong/OpenSkyTraffic |
|
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| # 📚 Publications and Citation |
|
|
| Weijiang Xiong, Robert Fonod, Alexandre Alahi and Nikolas Geroliminis, "Multi-Source Urban Traffic Flow Forecasting With Drone and Loop Detector Data," in IEEE Transactions on Intelligent Transportation Systems. |
| [[Paper]](https://ieeexplore.ieee.org/document/11174070) |
| [[Preprint]](https://arxiv.org/abs/2501.03492) |
| [[Exp. Config]](config/himsnet/HiMSNet.py) |
|
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|
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| Weijiang Xiong, Robert Fonod and Nikolas Geroliminis, "Unveiling Stochasticity: Universal Multi-modal Probabilistic Modeling for Traffic Forecasting", ArXiv preprint 2026. |
| [[Preprint]](https://arxiv.org/abs/2604.16084) |
| [[Exp. Config]](config/gwnet/GWNET_GMM.py) |
| |
| ``` |
| @ARTICLE{xiong2025himsnet, |
| author={Xiong, Weijiang and Fonod, Robert and Alahi, Alexandre and Geroliminis, Nikolas}, |
| journal={IEEE Transactions on Intelligent Transportation Systems}, |
| title={Multi-Source Urban Traffic Flow Forecasting With Drone and Loop Detector Data}, |
| year={2025}, |
| volume={26}, |
| number={11}, |
| pages={18637-18652}, |
| doi={10.1109/TITS.2025.3605014}} |
| ``` |
| |
