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

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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]

  • 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].