Spatiotemporal demand prediction model for e-scooter sharing services with latent feature and deep learning SW Ham, JH Cho, S Park, DK Kim Transportation Research Record 2675 (11), 34-43, 2021 | 45 | 2021 |
Enhancing the accuracy of peak hourly demand in bike-sharing systems using a graph convolutional network with public transit usage data JH Cho, SW Ham, DK Kim Transportation Research Record 2675 (10), 554-565, 2021 | 10 | 2021 |
Multi-scale causality analysis between COVID-19 cases and mobility level using ensemble empirical mode decomposition and causal decomposition JH Cho, DK Kim, EJ Kim Physica A: Statistical Mechanics and its Applications 600, 127488, 2022 | 7 | 2022 |
Efficiency comparison of public bike-sharing repositioning strategies based on predicted demand patterns JH Cho, YH Seo, DK Kim Transportation Research Record 2675 (11), 104-118, 2021 | 6 | 2021 |
A comparative analysis of usage patterns of bike-sharing and e-scooter sharing in Seoul JH Cho, SW Ham, EJ Kim, DK Kim Transportation Research Board 101st Annual Meeting, 2022 | 5* | 2022 |
PeRP: Personalized residual policies for congestion mitigation through co-operative advisory systems A Hasan, N Chakraborty, H Chen, JH Cho, C Wu, K Driggs-Campbell 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | 2 | 2023 |
Expert with Clustering: Hierarchical Online Preference Learning Framework T Zhou, JH Cho, BR Ardabili, H Tabkhi, C Wu arXiv preprint arXiv:2401.15062, 2024 | | 2024 |
Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy JH Cho, S Li, J Kim, C Wu arXiv preprint arXiv:2312.09436, 2023 | | 2023 |
Incentive Design for Eco-driving in Urban Transportation Networks MUB Niazi, JH Cho, MA Dahleh, R Dong, C Wu arXiv preprint arXiv:2311.03682, 2023 | | 2023 |
Developing Variable Speed Limit Control and Ramp Metering Strategy for Freeways Using Deep Reinforcement Learning JH Cho Seoul National University, 2022 | | 2022 |
Reinforcement Learning based Variable Speed Limit Control Strategy on Each Lane to Prevent Accidents caused by the Reduction of Highway Lanes JH Cho, DK Kim Conference on the Korea Institute of Intelligent Transport Systems, 365-371, 2021 | | 2021 |
Establishing micro-mobility demand aggregation methodology considering interregional relationship SW Ham, JH Cho, DK Kim Conference on the Korea Institute of Intelligent Transport Systems, 483-485, 2021 | | 2021 |