Two-Step k-means Clustering Based Information Entropy for Detecting Environmental Barriers Using Wearable Sensor

B Lee, H Kim - International Journal of Environmental Research and …, 2022 - mdpi.com
Walking is the most basic means of transportation. Therefore, continuous management of
the walking environment is very important. In particular, the identification of environmental …

Feasibility of DRNN for identifying built environment barriers to walkability using wearable sensor data from pedestrians' gait

H Kim - Applied Sciences, 2022 - mdpi.com
Identifying built environment barriers to walkability is the first step toward monitoring and
improving our walking environment. Although conventional approaches (ie, surveys by …

Kinesiology-Inspired Assessment of Intrusion Risk Based on Human Motion Features

H Huang, H Hu, F Xu, Z Zhang - Journal of Construction …, 2024 - ascelibrary.org
Intrusion behavior in hazardous areas is one of the major causes of construction safety
accidents including falls from height and strikes by objects. Implementing automatic and …

Feasibility Analysis of Hybrid Kinematic-Electroencephalogram Signal to Assess the Safety Interventions on the Construction Site

H Huang, H Hu, F Xu, Z Zhang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Unsafe behaviors are the leading cause of injuries and fatalities in the construction industry
and have been the focus and challenge of construction safety management. Implementing …