Paper List (CNN on transportation) Index Title Year Pulisher Read 1 Short-term traffic flow prediction based on spatiotemporal analysis and CNN deep learning 2019 Transportmetrica A Y 2 Dynamic Spatio-temporal Graph-based CNNs for Traffic Prediction 2018 Y 3 Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction 2018 ICDM 4 Spatiotemporal Multi-Graph Convolution Network for Ride-hailing Demand Forecasting 2019 AAAI 5 Modeling Spatial-Temporal Dynamics for Traffic Prediction 2018 6 Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction 2018 AAAI 7 Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction 2017 Sensors Y 8 A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning 2018