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Jung-Hoon Cho
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Year
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
422021
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
102021
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
72022
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
62021
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
22023
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
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Articles 1–12