Awesome

Cluster Predict Traffic Flow

The project has two parts:

Dynamicly clustering the traffic by affinity propagation clustering algorithm.
Predict traffic flow by using affinity propagation clustering algorithm and LSTM.

Citation

If you use any codes from this repository, please cite the following papers:

<pre> @inproceedings{wang2019dynamic, title={A Dynamic Traffic Awareness System for Urban Driving}, author={Wang, Ziyue and Thulasiraman, Parimala and Thulasiram, Ruppa}, booktitle={2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)}, pages={945--952}, year={2019}, organization={IEEE} } </pre> <pre> @inproceedings{wang2019foreseeing, title={Foreseeing Congestion using LSTM on Urban Traffic Flow Clusters}, author={Wang, Ziyue and Thulasiraman, Parimala}, booktitle={2019 6th International Conference on Systems and Informatics (ICSAI)}, pages={768--774}, year={2019}, organization={IEEE} } </pre>

Copyright

See LICENSE for details.