A machine learning approach to determine airport asphalt concrete layer moduli using heavy weight deflectometer data

N Baldo, M Miani, F Rondinella, C Celauro - Sustainability, 2021 - mdpi.com
An integrated approach based on machine learning and data augmentation techniques has
been developed in order to predict the stiffness modulus of the asphalt concrete layer of an …

[HTML][HTML] Extracting key traffic parameters from UAV video with on-board vehicle data validation

D Shan, T Lei, X Yin, Q Luo, L Gong - Sensors, 2021 - mdpi.com
The advantages of UAV video in flexibility, traceability, easy-operation, and abundant
information make it a popular and powerful aerial tool applied in traffic monitoring in recent …

Dynamic Sensing and Recognition of Lateral Driving Behavior for Connected Vehicles Using Machine Learning and Integrated Learning Methods

L Liang, L Zhang, T Lei, X Yin, Y Liu, L Wei, E Lu - CICTP 2024, 2024 - ascelibrary.org
Lateral driving behavior represents the lateral movement of a vehicle while traveling on the
road, such as changing lanes and turning. Lateral driving behavior monitoring provides …