Byungjoo Choi

Ajou University — South Korea

Health Professions · Health Sciences

25h-index2.4kcitations74works6.82yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Occupational Health and Safety Research(30), BIM and Construction Integration(19), Risk and Safety Analysis(14), Construction Project Management and Performance(11), Quality and Safety in Healthcare(7)

Publications74 total

Dual-stream transformer-based activity classification for off-site construction productivity analysis
Automation in Construction·2025Open Access
Machine-learning algorithm for room labeling in architectural plans
Science and Technology for the Built Environment·2025
Feasibility of VR-generated synthetic data for automated productivity monitoring in modular construction
Automation in Construction·2025· 1 cited
Assessing the efficiency of specialty contractors in the construction industry using DEA and Tobit regression
Journal of Asian Architecture and Building Engineering·2025· 1 citedOpen Access
Integrating text parsing and object detection for automated monitoring of finishing works in construction projects
Automation in Construction·2025· 9 cited
Dual-Stream Transformer-Based Activity Classification for Off-Site Construction Productivity Analysis
SSRN Electronic Journal·2025Open Access
Feasibility of Neckband Wearable 360° Cameras for Proximity Warning System on Construction Sites
SSRN Electronic Journal·2025Open Access
Experimental Study on the Feasibility of Vr-Generated Synthetic Data for Automated Productivity Monitoring in Modular Construction
SSRN Electronic Journal·2025Open Access
Robotization of Miniature-Scale Radio-Controlled Excavator: A New Medium for Construction- Specific DNN Data Generation
IEEE Access·2025· 4 citedOpen Access
Harnessing Project Identity and Safety Norms to Promote Construction Workers’ Safety Behavior: Field Intervention Study
Journal of Construction Engineering and Management·2024· 5 cited
Interpretable general thermal comfort model based on physiological data from wearable bio sensors: Light Gradient Boosting Machine (LightGBM) and SHapley Additive exPlanations (SHAP)
Building and Environment·2024· 18 cited
Massive-Scale construction dataset synthesis through Stable Diffusion for Machine learning training
Advanced Engineering Informatics·2024· 17 cited
Effect of human emotional responses on human-robot team pty in construction
Automation in Construction·2024· 11 cited
Deep learning-based automated productivity monitoring for on-site module installation in off-site construction
Developments in the Built Environment·2024· 22 citedOpen Access
Comparative feasibility study of physiological signals from wristband-type wearable sensors to assess occupants' thermal comfort
Energy and Buildings·2024· 12 cited
Enhancing pedestrian perceived safety through walking environment modification considering traffic and walking infrastructure
Frontiers in Public Health·2024· 27 citedOpen Access
Massive-Scale Construction Dataset Synthesis Through Stable Diffusion for Machine Learning Training
SSRN Electronic Journal·2024· 1 citedOpen Access
Interpretable General Thermal Comfort Model Based on Physiological Data from Wearable Sensors: Light Gradient Boosting Machine And Shapley Additive Explanations
SSRN Electronic Journal·2024· 1 citedOpen Access
Hyper-Scale Construction Dataset Synthesis Through Stable Diffusion for Machine Learning Training
SSRN Electronic Journal·2024Open Access
An Agent-based Model of the Effects of Group Norms and Project Identification on Construction Workers’ Safety Behavior
Journal of Construction Automation and Robotics·2023Open Access
page 1 of 4Next →

Frequent Co-authors

Sang Hyun Lee(24), Houtan Jebelli(10), Gaang Lee(6), Sungjoo Hwang(5), Changbum R. Ahn(5), Yongho Jeon(5), Seungjun Ahn(3), Hyunsoo Kim(3), Minji Choi(2), Sung-Woo Moon(2), Jongsik Yoon(2), Kyungrai Kim(2), Hunsang Choo(2), Bogyeong Lee(2), Wenxin Shen(2), Wenzhe Tang(2), Sungkook Hong(2), Youngjib Ham(2), Hyunho Yeom(2), Moon Gu Lee(2)