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Dr. Kim's research is broadly in the area of modeling and analysis of intelligent transport systems (ITS) and human mobility, with an emphasis on the analysis of vehicle trajectories in large-scale traffic networks and predictive analytics for real-time traffic management and operations. Her current research focuses on urban mobility analytics, interdisciplinary research that discovers patterns and insights from massive collections of movement data (e.g., GPS trajectories, public transport smart card data, Bluetooth and WiFi data) using data mining and machine learning algorithms and develops solutions to transport-related challenges in our cities.
Research Interests
Papers共 92 篇Author StatisticsCo-AuthorSimilar Experts
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ICLR 2023 (2023)
MDMpp.245-254, (2023)
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2023): 104238-104238
SSRN Electronic Journal (2023)
IEEE Open Journal of Intelligent Transportation Systems (2023): 14-29
Transportation Research Part C: Emerging Technologies (2023): 104089-104089
2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)pp.1-6, (2023)
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2023): 104354-104354
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