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Seunghyeon Lee
Seunghyeon Lee
Associate Professor, Department of Transportation Engineering, University of Seoul
Verified email at uos.ac.kr - Homepage
Title
Cited by
Cited by
Year
Real-time estimation of lane-based queue lengths at isolated signalized junctions
S Lee, SC Wong, YC Li
Transportation Research Part C: Emerging Technologies 56, 1-17, 2015
842015
Langevin method for a continuous stochastic car-following model and its stability conditions
D Ngoduy, S Lee, M Treiber, M Keyvan-Ekbatani, HL Vu
Transportation Research Part C: Emerging Technologies 105, 599-610, 2019
802019
Integrated deep learning and stochastic car-following model for traffic dynamics on multi-lane freeways
S Lee, D Ngoduy, M Keyvan-Ekbatani
Transportation research part C: emerging technologies 106, 360-377, 2019
532019
Group-based hierarchical adaptive traffic-signal control part I: Formulation
S Lee, SC Wong, P Varaiya
Transportation research part B: methodological 105, 1-18, 2017
522017
An advanced deep learning approach to real-time estimation of lane-based queue lengths at a signalized junction
S Lee, K Xie, D Ngoduy, M Keyvan-Ekbatani
Transportation research part C: emerging technologies 109, 117-136, 2019
302019
Group-based approach to predictive delay model based on incremental queue accumulations for adaptive traffic control systems
S Lee, SC Wong
Transportation Research Part B: Methodological 98, 1-20, 2017
292017
Group-based hierarchical adaptive traffic-signal control Part II: Implementation
S Lee, SC Wong, P Varaiya
Transportation research part B: methodological 104, 376-397, 2017
252017
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra–extra joint optimisation
A Grigorev, AS Mihaita, S Lee, F Chen
Transportation research part C: emerging technologies 141, 103721, 2022
222022
Real-time estimation of lane-to-lane turning flows at isolated signalized junctions
S Lee, SC Wong, CCC Pang, K Choi
IEEE Transactions on Intelligent Transportation Systems 16 (3), 1549-1558, 2014
162014
A methodology development for estimating the retroreflectivity of pavement markings and traffic guide signs using digital images
K Choi, S Lee, I Yun, Y Yi
KSCE Journal of Civil and Environmental Engineering Research 34 (1), 185-194, 2014
142014
A stochastic behaviour model of a personal mobility under heterogeneous low-carbon traffic flow
S Lee, I Ryu, D Ngoduy, NH Hoang, K Choi
Transportation Research Part C: Emerging Technologies 128, 103163, 2021
122021
A system optimal speed advisory framework for a network of connected and autonomous vehicles
CHP Nguyen, NH Hoang, S Lee, HL Vu
IEEE Transactions on Intelligent Transportation Systems 23 (6), 5727-5739, 2021
112021
Stage-based max-pressure adaptive traffic control policy at isolated signalized junctions
S Lee, SC Wong, P Varaiya
TRB 95th Annual Meeting, Washington D.C., 2016
42016
A lane-based predictive model of downstream arrival rates in a queue estimation model using a long short-term memory network
S Lee, K Xie, D Ngoduy, M Keyvan-Ekbatani, H Yang
Transportation research procedia 34, 163-170, 2018
32018
Group-based approach to derivatives of delay models based on incremental queue accumulations for isolated signalized junctions
S Lee, SC Wong
Transportmetrica B: Transport Dynamics, 2017
32017
Identifying the Effective Restriction and Vaccination Policies During the COVID-19 Crisis in Sydney: A Machine Learning Approach
S Lee, F Chen
Australasian Joint Conference on Artificial Intelligence, 356-367, 2022
12022
Inferring heterogeneous treatment effects of crashes on highway traffic: A doubly robust causal machine learning approach
S Li, Z Pu, Z Cui, S Lee, X Guo, D Ngoduy
Transportation Research Part C: Emerging Technologies 160, 104537, 2024
2024
A machine learning approach to analyzing spatiotemporal impacts of mobility restriction policies on infection rates
AY Song, S Lee, SC Wong
Transportation Research Part A: Policy and Practice 176, 103795, 2023
2023
Real-Time Prediction of the Lane-Based Delay for Group-Based Adaptive Traffic Operations Using Long Short-Term Memory
S Lee, D Ngoduy, F Chen
Australasian Joint Conference on Artificial Intelligence, 417-427, 2022
2022
Multi-lane stochastic continuous car-following model considering discretionary lane-changing manoeuvres
L Seunghyeon, D Ngoduy, M Keyvan-Ekbatani
Transportation Research Board 97th Annual MeetingTransportation Research Board, 2018
2018
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