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license: mit
task_categories:
- time-series-forecasting
language:
- en
tags:
- traffic_forecasting,
- drones
---
# 🚥 SimBarca: Simulated Barcelona Traffic
This is the dataset accompanying https://github.com/Weijiang-Xiong/OpenSkyTraffic
# 📚 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)
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}}
```
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