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Dongwoo Lee
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Year
Comparison of four types of artificial neural network and a multinomial logit model for travel mode choice modeling
D Lee, S Derrible, FC Pereira
Transportation Research Record 2672 (49), 101-112, 2018
1512018
Attitudes on autonomous vehicle adoption using interpretable gradient boosting machine
D Lee, J Mulrow, CJ Haboucha, S Derrible, Y Shiftan
Transportation Research Record 2673 (11), 865-878, 2019
562019
Predicting residential water demand with machine-based statistical learning
D Lee, S Derrible
Journal of Water Resources Planning and Management 146 (1), 04019067, 2020
462020
Interrelationships between urban travel demand and electricity consumption: a deep learning approach
A Movahedi, AB Parsa, A Rozhkov, D Lee, AK Mohammadian, S Derrible
Scientific Reports 13 (1), 6223, 2023
112023
Analyzing travel behavior in Hanoi using support vector machine
TMT Truong, HB Ly, D Lee, BT Pham, S Derrible
Transportation planning and technology 44 (8), 843-859, 2021
102021
Visual analysis of a smart city’s energy consumption
J Trelles Trabucco, D Lee, S Derrible, GE Marai
Multimodal Technologies and Interaction 3 (2), 30, 2019
102019
Effectiveness of Green Infrastructure Location Based on a Social Well-Being Index
S Ko, D Lee
Sustainability 13 (17), 9620, 2021
52021
Predicting residential water consumption: modeling techniques and data perspectives
D Lee, S Derrible
J. Water Resour. Plan. Manag 146, 04019067, 2019
52019
Maximum affluence and lifestyle: Definition and Implications for environmental impact evaluation
J Mulrow, D Lee, S Derrible
International Conference on New Horizons in Green Civil Engineering (NHICE-01), 2018
22018
Development of a machine learning-based sketch planning model for predicting mobile emissions
S Ko, J Park, D Lee
Transportation Research Interdisciplinary Perspectives 10, 100379, 2021
12021
A Study on the Traffic Volume Correction and Prediction Using SARIMA Algorithm
D Han, DW Lee, D Jung
The Journal of The Korea Institute of Intelligent Transport Systems 20 (6), 1-13, 2021
12021
Investigating Residential Building Energy Consumption using Regression Tree Approach
D Lee, S Derrible, J Mulrow
International Conference on New Horizons in Green Civil Engineering (NHICE-01), 2018
12018
Time Series Modeling Pipeline for Urban Behavioral Demand Prediction under Uncertainty
M Jin, D Lee, KY Rok, hyunsoo Lee
The Journal of The Korea Institute of Intelligent Transportation Systems, 2023
2023
Estimation of the Effect of Commercial Vehicle Driving Safety Training Using the Propensity Score Matching Method
J Lim, D Lee
Journal of Korean Society of Transportation 41 (2), 254-265, 2023
2023
Development of a City-wide Traffic Accident Prediction Model Using Hybrid Machine-based Learning Approaches
Y Kim, D Lee, A Hwang
Journal of Safety and Crisis Management 13 (3), 2023
2023
Investigating Traveler’s Preference and Behaviors of Korea-Japan Undersea Tunnel between Busan and Fukuoka Using Interpretable Machine Learning Approaches
S Ko, D Lee, H Jung
Journal of Korean Society of Transportation 39 (5), 2021
2021
Interdependencies of Urban Behavioral Dynamics Whilst COVID-19 Spread
S Ko, D Lee
Sustainability 13 (17), 9910, 2021
2021
Interdependencies of Urban Behavioral Dynamics Whilst COVID-19 Spread. Sustainability 2021, 13, 9910
S Ko, D Lee
s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021
2021
Machine-based Statistical Learning of Urban Metabolism
D Lee
University of Illinois at Chicago, 2019
2019
Decision Tree Analysis of Residential Water Use in the United States
P Cairo, D Klawitter, D Lee, S Derrible
International Symposium on Sustainable Systems and Technology, International …, 2017
2017
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Articles 1–20