Publications

Publications of deep learning-based traffic forecasting models

Publications

  1. Cui Z, Fu M, Zhu M, Ban X, Wang Y. (2020) Transportation Artificial Intelligence Platform for Traffic Forecasting. Transportation Research Board 99th Annual Meeting
  2. Ke R, Li W, Cui Z, Wang Y. (2020) Two-Stream Multi-Channel Convolutional Neural Network (TM-CNN) for Multi-Lane Traffic Speed Prediction Considering Traffic Volume Impact. Transportation Research Board 99th Annual Meeting
  3. Cui Z, Henrickson K, Ke R, Wang Y*. (2019) Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting. IEEE transaction on Intelligent Transportation Systems (doi: 10.1109/TITS.2019.2950416)
  4. Cui Z, Ke R, Wang Y. (2017) Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction. ACM SIGKDD International Workshop on Urban Computing (UrbComp)