Traffic-flow-prediction

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Traffic-flow-prediction

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This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.

// repository documentation

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# Traffic-flow-prediction
This work considers combining multi-tricks with highway networks to achieve accurate traffic flow prediction.

## MODEL ITEM
### 1. MT-STNet: A Novel Multi-Task Spatiotemporal Network for Highway Traffic Flow Prediction (MT-STNet) [[codes link]](https://github.com/zouguojian/Traffic-flow-prediction/tree/main/MT-STNet)  
* Note that the MT-STNet program should be reproduced on the TensorFlow version >= 1.13.1. 
If not, some problems will appear in the running stage.
---

#### NOTICE   
--->>>>>>> MT-STNet has been accepted by IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS).

The above codes have been uploaded to the Git-Hub page [[codes link]](https://github.com/zouguojian/Traffic-flow-prediction).

# About

If you find this repository useful in your research, please cite the following paper:
```
@article{zou2024mt,
  title={MT-STNet: A Novel Multi-Task Spatiotemporal Network for Highway Traffic Flow Prediction},
  author={Zou, Guojian and Lai, Ziliang and Wang, Ting and Liu, Zongshi and Li, Ye},
  journal={IEEE Transactions on Intelligent Transportation Systems},
  volume={25},
  number={7},
  pages={8221--8236},
  year={2024},
  publisher={IEEE}
}
```

Traffic-flow-prediction

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