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Robust Activity Recognition for Adaptive Worker-Robot Interaction using Transfer Learning
Human activity recognition (HAR) using machine learning has shown tremendous promise in detecting construction workers' activities.
Automated Estimation of Construction Equipment Emission using Inertial Sensors and Machine Learning Models
A portable emission measurement system (PEMS) was employed along with the inertial sensors to record data including the amount of CO, NOX, CO2, SO2, and CH4 pollutions emitted by the equipment.
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