Machine Learning–Based Bayesian Framework for Interval Estimate of Unsafe-Event Prediction in Construction-Reference-Cited by-同舟云学术

Machine Learning–Based Bayesian Framework for Interval Estimate of Unsafe-Event Prediction in Construction

Published:2023-11 Issue:11 Volume:149 Page:
ISSN:0733-9364
Container-title:Journal of Construction Engineering and Management
language:en
Short-container-title:J. Constr. Eng. Manage.

Author:

Wu Lingzi¹^ORCID,Mohamed Emad²^ORCID,Jafari Parinaz³,AbouRizk Simaan⁴

Affiliation:

1. Assistant Professor, Dept. of Construction Management, Univ. of Washington, 130k Architecture Hall, Seattle, WA 98195 (corresponding author). ORCID: .

2. Ph.D. Candidate, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: .

3. Ph.D. Candidate, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2.

4. Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Strategy and Management,Industrial relations,Building and Construction,Civil and Structural Engineering

Link

https://ascelibrary.org/doi/pdf/10.1061/JCEMD4.COENG-13549

Reference61 articles.

1. Extracting recurrent scenarios from narrative texts using a Bayesian network: Application to serious occupational accidents with movement disturbance

2. Precursors of Construction Fatalities. II: Predictive Modeling and Empirical Validation

3. AI-based prediction of independent construction safety outcomes from universal attributes

4. An essay towards solving a problem in the doctrine of chances. By the late Rev. Mr. Bayes, F. R. S. communicated by Mr. Price, in a letter to John Canton, A. M. F. R. S;Bayes T.;Philos. Trans. R. Soc. London,1763

5. Reflections on Bayesian Network models for road tunnel safety design: A case study from Norway

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications;Automation in Construction;2024-08

2. Prediction of accident risk in construction projects using data on safety and quality deviations from a Norwegian company;IOP Conference Series: Earth and Environmental Science;2024-08-01

3. RETRACTED: Potential functions of construction worker–machine interaction safety assessment;Journal of Intelligent & Fuzzy Systems;2024-03-20