Accepted Papers

Full Papers

  1. A Transfer Learning Approach for Park Classification Using Images [PDF]
    Si Chen, Mario Lopez Gonzalez, Hongpeng Guo, Klara Nahrstedt and Brian Deal (UIUC)

  2. A Novel Post Prediction Segmentation Technique for Urban Bus Travel Time Estimation [PDF]
    Laura Dunne and Gavin McArdle (University College Dublin)

  3. On-street Parking and Park and Ride Prediction with Interpretable Time Series Models [PDF]
    Elisabeth Fokker (Vrije Universiteit Amsterdam), Thomas Koch (Centrum Wiskunde en Informatica) and Elenna Dugundji (Vrije Universiteit Amsterdam)

  4. Back to Basics: Deep Reinforcement Learning in Traffic Signal Control [PDF] (Best Paper Runners-up)
    Sierk Kanis (University of Amsterdam), Laurens Samson (City of Amsterdam), Daan Bloembergen (City of Amsterdam) and Tim Bakker (University of Amsterdam)

  5. Incorporating Spatial Network Information to Improve Demand Prediction for Bike Share System Expansion [PDF]
    Zhaoyu Kou and Hua Cai (Purdue University)

  6. Attention-based Contextual Multi-View Graph Convolutional Networks for Short-term Population Prediction [PDF]
    Yuki Kubota, Yuki Ohira and Tetsuo Shimizu (Tokyo Metropolitan University)

  7. Intra-urban Region-based Traffic Flow Prediction Based on Spatial-Temporal Graph Convolutional Network Enhanced by Spatial Context [PDF] (Best Paper)
    Guikai Xi (Shenzhen Institutes of Advanced Technology, CAS; UCAS), Ling Yin (Shenzhen Institutes of Advanced Technology, CAS) and Kang Liu (Shenzhen Institutes of Advanced Technology, CAS)

Short Papers

  1. Automatic Labelling of Urban Point Clouds using Data Fusion [PDF]
    Daan Bloembergen and Chris Eijgenstein (City of Amsterdam)

  2. Transportation Scenario Planning with Graph Neural Networks [PDF]
    Ana Alice Peregrino (Universidade Federal de Pernambuco), Soham Pradhan (UIC), Zhicheng Liu (Southeast University), Nivan Ferreira (Universidade Federal de Pernambuco) and Fabio Miranda (UIC)