Using a Separable Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

@inproceedings{Loaiza2018UsingAS,
  title={Using a Separable Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction},
  author={F. Arnold Loaiza and Jos233 Herrera and S. C. Luis Mantilla},
  booktitle={ICCMS 2018},
  year={2018}
}
This paper proposes the reduction of the convergence time on a Convolutional Neural Network (CNN) method for traffic speed prediction, without reducing the performance of speed prediction method. The proposed method contains two procedures: The first one is to convert the traffic network data to images; in this case the speed variable will be transformed… CONTINUE READING