Research output per year
Research output per year
Personal profile
Education
(1996) B.S., Seoul National University
(2004) M.S., University of California Berkeley
(2008) Ph.D., University of California Berkeley
(2004) M.S., University of California Berkeley
(2008) Ph.D., University of California Berkeley
Professional Experience
o (2009~Present) Professor, KAIST, Daejeon, Korea
o (2009) Postdoctoral Researcher, PATH, California, United States
o (2009) Postdoctoral Researcher, PATH, California, United States
Research interests
AI mobility, Traffic flow theory, Mobility simulation, Autonomous mobility, Smart cities and urban informatics, Safety and resiliend urban system, Urban big data analysis, Predictive analytics, Smart infrastructure managmeent, Condition based maintenance, Data-driven state prediction
Major Research Achievements
o Short-term travel-time prediction on highway: a review of the data-driven approach
o Understanding stop-and-go traffic in view of asymmetric theory
o TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning
o Oversaturated freeway flow algorithm for use in next generation simulation
o Data-driven imputation method for traffic data in sectional units of road links
o Understanding stop-and-go traffic in view of asymmetric theory
o TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning
o Oversaturated freeway flow algorithm for use in next generation simulation
o Data-driven imputation method for traffic data in sectional units of road links
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Accessible bus stops: evaluating bus stop design guidelines for diverse transportation-disadvantaged groups
Jeong, D., Kim, J., Shrestha, S., Yeo, H. & Lim, L., 2025, (Accepted/In press) In: Journal of Urban Design.Research output: Contribution to journal › Article › peer-review
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Advanced computer vision for extracting georeferenced vehicle trajectories from drone imagery
Fonod, R., Cho, H., Yeo, H. & Geroliminis, N., Sep 2025, In: Transportation Research Part C: Emerging Technologies. 178, 105205.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Assessing Traffic Dynamics on Highway: Stability and Intensity in Breakdown and Recovery Pathways
Tak, H. Y. & Yeo, H., 2025, In: Procedia Computer Science. 257, p. 282-289 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations -
A study on identifying representative trips for mobility service design
Kim, J., Tak, S., Yoon, J. & Yeo, H., Jan 2025, In: IET Intelligent Transport Systems. 19, 1, e12603.Research output: Contribution to journal › Article › peer-review
Open Access -
A Study on Self-Rebalancing in Inter-Region Vehicle Distribution for Ride-Hailing Services
Kim, J., Kim, J. & Yeo, H., 2025, In: Procedia Computer Science. 257, p. 468-476 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access
Press/Media
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10 Korean STEM Fellows engage with UAE National Experts on future cooperation
14/05/25
1 item of Media coverage
Press/Media
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10 Korean STEM Fellows Engage with UAE National Experts on Future Cooperation
14/05/25
2 items of Media coverage
Press/Media
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10 Korean STEM Fellows Engage With UAE National Experts On Future Cooperation
13/05/25
1 item of Media coverage
Press/Media
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10 Korean STEM Fellows Engage with UAE National Experts on Future Cooperation
13/05/25
1 item of Media coverage
Press/Media