Seongjin Choi - Network - Experts@Minnesota

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Emailchoisumnedu

Accepting PhD Students

PhD projects

My research interests are broad and interdisciplinary, encompassing Urban Mobility Data Analytics, Spatiotemporal Data Modeling, Deep Learning and Artificial Intelligence, and Connected Automated Vehicles (CAV) and Cooperative-ITS. I am particularly driven by the desire to optimize urban mobility and contribute to the development of a sustainable and efficient urban transportation system. My work involves utilizing data analytics to draw valuable insights from urban mobility data and applying cutting-edge AI technologies in the field of transportation.

My research topics and interests are as follows:

Urban transportation and mobility data analytics
Spatiotemporal data modeling (forecasting, imputation)
Generative AI for transportation and mobility data
Modeling CAV, C-ITS using Reinforcement Learning
Other applications of machine learning and deep learning in the transportation domain

Research activity per year

University of Minnesota Twin Cities

University of Minnesota

Organizational unit: Campus

16 shared research output

College of Science & Engineering

University of Minnesota Twin Cities

Organizational unit: College

16 shared research output

University of Minnesota

Organizational unit: University

16 shared research output

Korea Advanced Institute of Science and Technology

External organization: Academic

5 shared research output

Japan Ministry of Land, Infrastructure and Transport

External organization: Government

4 shared research output

The Korea Transport Institute

External organization: Government

2 shared research output

Ministry of Science ICT and Future Planning

External organization: Unknown

2 shared research output

UK Research and Innovation

External organization: Unknown

1 shared research output

Institute for Information & communication Technology Promotion

External organization: Unknown

1 shared research output

Ministry of Trade, Industry and Energy

External organization: Unknown

1 shared research output

NYU Abu Dhabi

External organization: Academic

1 shared research output

Korean National Police Agency

External organization: Unknown

1 shared research output

Institute for Information and Communications Technology Promotion

External organization: Unknown

1 shared research output

The University of Queensland

External organization: Academic

1 shared research output

Korea Institute of Police Technology

External organization: Unknown

1 shared research output