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Mingjian Wu
Mingjian Wu
Verified email at ualberta.ca
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Year
An enhanced spatial statistical method for continuous monitoring of winter road surface conditions
L Gu, M Wu, TJ Kwon
Canadian Journal of Civil Engineering 47 (10), 1154-1165, 2020
132020
Use of topography, weather zones, and semivariogram parameters to optimize road weather information system station density across large spatial scales
S Biswas, M Wu, SJ Melles, TJ Kwon
Transportation research record 2673 (12), 301-311, 2019
132019
Before-and-after empirical Bayes evaluation of citywide installation of driver feedback signs
M Wu, K El-Basyouny, TJ Kwon
Transportation research record 2674 (4), 419-427, 2020
122020
Advances in sustainable winter road maintenance and management for future smart cities
M Wu, TJ Kwon, L Fu, AH Wong
The Rise of Smart Cities, 625-659, 2022
62022
A Hybrid Geostatistical Method for Estimating Citywide Traffic Volumes–A Case Study of Edmonton, Canada
M Wu, TJ Kwon, K El-Basyouny
Journal of Geographical Research 5 (2), 52-68, 2022
52022
A Citywide Location-Allocation Framework for Driver Feedback Signs: Optimizing Safety and Coverage of Vulnerable Road Users
M Wu, TJ Kwon, K El-Basyouny
Sustainability 12 (24), 10415, 2020
42020
Evaluating the safety effects of driver feedback signs and citywide implementation strategies
M Wu
42020
Spatial mapping of winter road surface conditions via hybrid geostatistical techniques
M Wu, TJ Kwon, L Fu
Journal of Cold Regions Engineering 36 (4), 04022009, 2022
32022
Optimization Models for Snowplow Routes and Depot Locations: A Real-World Implementation
S Xu, M Wu, TJ Kwon, M Perchanok
Transportation Research Record 2676 (7), 199-211, 2022
22022
Lessons learned from the large-scale application of Driver Feedback Signs in an urban city
M Wu, K El-Basyouny, TJ Kwon
Journal of Transportation Safety & Security 13 (12), 1283-1301, 2021
22021
Safety Effects of Road Weather Information System (RWIS)-A Cost-Benefit Analysis
D Sharma, M Wu, TJ Kwon
Transportation Research Board 100th Annual MeetingTransportation Research …, 2021
22021
Location–allocation strategies for traffic counters—a citywide deployment
M Wu, TJ Kwon
Canadian Journal of Civil Engineering 50 (10), 865-877, 2023
12023
Weather event characterization: a catalyst for improved spatial mapping and benefit quantification in winter road maintenance
M Wu, TJ Kwon
Cold Regions Science and Technology, 104208, 2024
2024
Winter Road Surface Condition Recognition Using Semantic Segmentation and the Generative Adversarial Network: A Case Study of Iowa, USA
M Wu, TJ Kwon, N Huynh
Transportation Research Record, 03611981231188370, 2022
2022
A Citywide Location-Allocation Framework for Driver Feedback Signs Optimizing Safety and Coverage of Vulnerable Road Users
M Wu
Institute of Transportation Engineers. ITE Journal 92 (8), 33-40, 2022
2022
An Automatic Architecture Designing Approach of Convolutional Neural Networks for Road Surface Conditions Image Recognition: Tradeoff between Accuracy and Efficiency
M Wu, TJ Kwon
Journal of Sensors 2022, 2022
2022
Optimal RWIS Sensor Density and Location–Phase III: Continuous Mapping of Winter Road Surface Conditions via Big Data and Deep Learning
M Wu, TJ Kwon, L Fu
2021
Unveiling the Black Box Through Explainable Artificial Intelligence For Winter Road Surface Conditions Prediction
M Wu, TJ Kwon
Available at SSRN 4730367, 0
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