Spatiotemporal Demand Prediction Model for E-Scooter Sharing Services with Latent Feature and Deep Learning:

Dong-Kyu Kim , Seung Woo Ham , Jung-Hoon Cho , Sangwoo Park
Transportation Research Record 036119812110038

2021
Enhancing the Accuracy of Peak Hourly Demand in Bike-Sharing Systems using a Graph Convolutional Network with Public Transit Usage Data

Dong-Kyu Kim , Seung Woo Ham , Jung-Hoon Cho
Transportation Research Record 036119812110120

6
2021
PeRP: Personalized residual policies for congestion mitigation through co-operative advisory systems

Aamir Hasan , Neeloy Chakraborty , Haonan Chen , Jung-Hoon Cho
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) 5078 -5085

2
2023
Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy

Jung-Hoon Cho , Sirui Li , Jeongyun Kim , Cathy Wu
arXiv preprint arXiv:2312.09436

2023
Incentive design for eco-driving in urban transportation networks

M Umar B Niazi , Jung-Hoon Cho , Munther A Dahleh , Roy Dong
2024 European Control Conference (ECC) 986 -991

1
2024
Cooperative Advisory Residual Policies for Congestion Mitigation

Aamir Hasan , Neeloy Chakraborty , Haonan Chen , Jung-Hoon Cho
arXiv preprint arXiv:2407.00553

2024
Multi-scale causality analysis between COVID-19 cases and mobility level using ensemble empirical mode decomposition and causal decomposition

Jung-Hoon Cho , Dong-Kyu Kim , Eui-Jin Kim
Physica A: Statistical Mechanics and its Applications 600 127488 -127488

7
2022
Efficiency comparison of public bike-sharing repositioning strategies based on predicted demand patterns

Jung-Hoon Cho , Young-Hyun Seo , Dong-Kyu Kim
Transportation Research Record 2675 ( 11) 104 -118

7
2021
A comparative analysis of usage patterns of bike-sharing and e-scooter sharing in Seoul

Jung-Hoon Cho , Seung Woo Ham , Eui-Jin Kim , Dong-Kyu Kim
Transportation Research Board 101st Annual Meeting

5
2022
Expert with Clustering: Hierarchical Online Preference Learning Framework

Tianyue Zhou , Jung-Hoon Cho , Babak Rahimi Ardabili , Hamed Tabkhi
Proceedings of the 6th Annual Learning for Dynamics & Control Conference 242 707 -718

2
2024
The Nah Bandit: Modeling User Non-compliance in Recommendation Systems

Tianyue Zhou , Jung-Hoon Cho , Cathy Wu
arXiv preprint arXiv:2408.07897

2024
Model-Based Transfer Learning for Contextual Reinforcement Learning

Jung-Hoon Cho , Vindula Jayawardana , Sirui Li , Cathy Wu
arXiv preprint arXiv:2408.04498

2024
Reinforcement Learning based Variable Speed Limit Control Strategy on Each Lane to Prevent Accidents caused by the Reduction of Highway Lanes

Jung-Hoon Cho , Dong-Kyu Kim
Conference on the Korea Institute of Intelligent Transport Systems 365 -371

2021
Establishing micro-mobility demand aggregation methodology considering interregional relationship

Seung Woo Ham , Jung-Hoon Cho , Dong-Kyu Kim
Conference on the Korea Institute of Intelligent Transport Systems 483 -485

2021