CESS seminar: Urban Trajectory Analytics: Emerging Trends and AI-based Applications
Event details
| Date | 03.11.2022 |
| Hour | 12:15 › 13:00 |
| Speaker | Prof. Hwasoo Yeo, Korea Advanced Institute of Science and Technology |
| Location | |
| Category | Conferences - Seminars |
| Event Language | English |
Abstract
Recent progress in sensing and data processing techniques has enabled full-scale trajectory data acquisition, which will provide new perspectives to transportation engineers. Urban trajectory analytics provide rich and new information which have not been provided by the traditional sensors, and can deal with diverse problems from microscopic level such as pedestrian-vehicle risk analysis to macroscopic dynamic route choice predictions. This talk will introduce the concept of urban trajectory analytics, data acquisition, data analysis and processing trends and will provide overview on the AI-based applications including urban trajectory prediction and generation, and area-based traffic signal control.
Short Bio
Prof. Hwasoo Yeo was born in Seoul, South Korea, in 1972. He received the B.S. degree in civil engineering from Seoul National University, Seoul, in 1996, and the M.S. and Ph.D. degrees in civil and environmental engineering from the University of California at Berkeley, Berkeley, CA, USA, in 2008. He is currently a Professor with the Department of Civil and Environmental Engineering, KAIST. His current research interests include AI mobility, traffic flow and traffic operations, and intelligent transportation systems.
Recent progress in sensing and data processing techniques has enabled full-scale trajectory data acquisition, which will provide new perspectives to transportation engineers. Urban trajectory analytics provide rich and new information which have not been provided by the traditional sensors, and can deal with diverse problems from microscopic level such as pedestrian-vehicle risk analysis to macroscopic dynamic route choice predictions. This talk will introduce the concept of urban trajectory analytics, data acquisition, data analysis and processing trends and will provide overview on the AI-based applications including urban trajectory prediction and generation, and area-based traffic signal control.
Short Bio
Prof. Hwasoo Yeo was born in Seoul, South Korea, in 1972. He received the B.S. degree in civil engineering from Seoul National University, Seoul, in 1996, and the M.S. and Ph.D. degrees in civil and environmental engineering from the University of California at Berkeley, Berkeley, CA, USA, in 2008. He is currently a Professor with the Department of Civil and Environmental Engineering, KAIST. His current research interests include AI mobility, traffic flow and traffic operations, and intelligent transportation systems.
Practical information
- Informed public
- Free
Organizer
- Prof. Olga Fink (IMOS), Prof. Alexandre Alahi (VITA), Prof. Dusan Licina (HOBEL), Prof. Alain Nussbaumer (RESSLab)
Contact
- Prof. Nikolas Geroliminis (LUTS)