Real-Time Estimation of Origin?Destination Matrices Using a Deep Neural Network for Digital Twins
함승우, 윤현수, 김동규, 민동규
TRANSPORTATION RESEARCH RECORD, 202502
2
Resilience-Based Approach to the Measurement of Headway Inconsistency
김태형, 김동규, 문세동
TRANSPORTATION RESEARCH RECORD, 202501
3
Multi-objective optimization of demand responsive transit operations based on dynamic passenger requests using maximum time delay rate
김동규, 문세동, 신호석, 한상욱
Journal of Public Transportation, 202412
4
Effects of heterogeneity in driving manoeuvres on calibrating car-following models at a roundabout
김동규, Choi Junhee, Joo Yang-Jun
TRANSPORTMETRICA B-TRANSPORT DYNAMICS, 202412
5
Multimodal Deep Learning for Estimating Lane-Level Urban Traffic by Fusing Closed-Circuit Television and Dedicated Short-Range Communication Data
김동규, Min Jin Hong, Shin Hosuk
TRANSPORTATION RESEARCH RECORD, 202409
6
Navigating the non-compliance effects on system optimal route guidance using reinforcement learning
김동규, Yun Hyunsoo, Kim Eui-jin, Ham Seung Woo
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 202408
7
Data-Driven Approach for Measuring and Managing Physical Distancing in Subways during Pandemic Conditions
윤현수, 김동규, 이은학, 문세동
TRANSPORTATION RESEARCH RECORD, 202405
8
Price incentive strategy for the E-scooter sharing service using deep reinforcement learning
Yun Hyunsoo, Kim Eui-Jin, Ham Seung Woo, 김동규
Journal of Intelligent Transportation Systems, 202405
9
Developing Lane-Changing Strategy of Autonomous Vehicles Based on Depp Reinforcement Learning Using Long-range Information for Mitigating Traffic Congesion
김동규, 민동규
JOURNAL OF EASTERN ASIA SOCIETY FOR TRANSPORTATION STUDIES, 202405
10
A Recursive Logit Model with Non-Link-Additive Attributes in a Multimodal Network
김동규, 문세동
JOURNAL OF EASTERN ASIA SOCIETY FOR TRANSPORTATION STUDIES, 202404