Selected Publications
Choi, S. & Lee, J. (2023) "Optimal planning of parking infrastructure and fleet size for Shared Autonomous Vehicles," Transportation Research Part E: Logistics and Transportation Review. 176, 103213.
Choi, S., Lee, D., Kim, S., and Tak S. (2023) “Framework for Connected and Automated Bus Rapid Transit with Sectionalized Speed Guidance based on deep reinforcement learning: Field test in Sejong City.” Transportation Research Part C: Emerging Technologies, 148, 104049.
Choi, S., Saunier, N., Trepanier, M., and Sun, L. (2022) “Spatiotemporal Residual Regularization with Kronecker Product Structure for Traffic Forecasting.” Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS), Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems.
Jin, Z., Kim, J., Yeo, H., and Choi, S. (2022) “Transformer-based map-matching model with limited labeled data using transfer-learning approach.” Transportation Research Part C: Emerging Technologies, 140, 103668.
Tak, S., and Choi, S. (2022) “Safety Monitoring System of CAVs Considering the Trade-off Between Sampling Interval and Data Reliability.” Sensors, 22(10), 3611.
Choi, S., Kim, J., and Yeo, H. (2021) “TrajGAIL: Generating Urban Vehicle Trajectories using Generative Adversarial Imitation Learning.” Transportation Research Part C: Emerging Technologies, 128, 103091.
Choi, S., Yeo, H., and Kim, J. (2018) “Network-wide Vehicle Trajectory Prediction in Urban Traffic Networks Using Deep Learning” Transportation Research Record 2672.45: 173-184.