Seongjin Choi (최성진)
KAIST
H-index: 8
Asia-South Korea
Top articles of Seongjin Choi (최성진)
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Real-time Evaluation Framework for Pedestrian's Potential Risk at Non-Signalized Intersections Based on Predicted Post-Encroachment Time | arXiv preprint arXiv:2404.15635 | Tengfeng Lin Zhixiong Jin Seongjin Choi Hwasoo Yeo | 2024/4/24 |
Better batch for deep probabilistic time series forecasting | Zhihao Zheng Seongjin Choi Lijun Sun | 2024/4/18 | |
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 | Seongjin Choi Donghoun Lee Sari Kim Sehyun Tak | 2023/3/1 |
Enhancing deep traffic forecasting models with dynamic regression | arXiv preprint arXiv:2301.06650 | Vincent Zhihao Zheng Seongjin Choi Lijun Sun | 2023/1/17 |
Evaluation of Pedestrian\s Potential Risk at Non-Signalized Intersections Based on Predicted Relative Time-To-Collision Using Deep Learning Trajectory Prediction Method | 대한교통학회 학술대회지 | Tengfeng Lin Zhixiong Jin Seongjin Choi Hwasoo Yeo | 2023/10 |
Optimal planning of parking infrastructure and fleet size for Shared Autonomous Vehicles | Transportation Research Part E: Logistics and Transportation Review | Seongjin Choi Jinwoo Lee | 2023/8/1 |
Safety monitoring system of CAVs considering the trade-off between sampling interval and data reliability | Sensors | Sehyun Tak Seongjin Choi | 2022/5/10 |
A framework for pedestrian sub-classification and arrival time prediction at signalized intersection using preprocessed Lidar data | arXiv preprint arXiv:2201.05877 | Tengfeng Lin Zhixiong Jin Seongjin Choi Hwasoo Yeo | 2022/1/15 |
Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting | arXiv preprint arXiv:2212.06653 | Seongjin Choi Nicolas Saunier Vincent Zhihao Zheng Martin Trepanier Lijun Sun | 2022/12/10 |
Spatiotemporal Residual Regularization with Kronecker Product Structure for Traffic Forecasting | Seongjin Choi Nicolas Saunier Martin Trepanier Lijun Sun | 2022 | |
Transformer-based map-matching model with limited labeled data using transfer-learning approach | Transportation Research Part C: Emerging Technologies | Zhixiong Jin Jiwon Kim Hwasoo Yeo Seongjin Choi | 2022/7/1 |
Deep Learning based Urban Vehicle Trajectory Analytics | arXiv preprint arXiv:2111.07489 | Seongjin Choi | 2021/11/15 |
TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning | Transportation Research Part C: Emerging Technologies | Seongjin Choi Jiwon Kim Hwasoo Yeo | 2021/7/1 |
Extended urban cell transmission model using agent-based modeling | Procedia Computer Science | Yeeun Kim Seongjin Choi Hwasoo Yeo | 2020/1/1 |
Co-Authors
