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AI-based prediction of independent construction safety outcomes from universal attributes · Study

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ArticleAI-based prediction of independent construction safety outcomes from universal attributes

Henrietta Baker2020

OA

Articlegreen2020

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

Henrietta Baker · Matthew Ryan Hallowell · Antoine J.‐P. Tixier

152 citations·0/0 files stored·Automation in Construction

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Occupational Health and Safety Research Occupational Health and Safety in Workplaces Text and Document Classification Technologies

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References

1997A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting 2014Overview and analysis of safety management studies in the construction industry 2016Application of machine learning to construction injury prediction 2015Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports 2018Safety leading indicators for construction sites: A machine learning approach 2018Application of optimized machine learning techniques for prediction of occupational accidents 2019Predicting types of occupational accidents at construction sites in Korea using random forest model 2016Construction Safety Clash Detection: Identifying Safety Incompatibilities among Fundamental Attributes using Data Mining

Cited by

2024AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications 2021Integrating feature engineering, genetic algorithm and tree-based machine learning methods to predict the post-accident disability status of construction workers 2021Accident prediction in construction using hybrid wavelet-machine learning 2023

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Details

Year2020

Typearticle

Published2020-06-10

VenueAutomation in Construction

ISSN-L0926-5805

Languageen

Citations152

Files0 public / 0

ShelfOccupational Health and Safety Research

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doi10.1016/j.autcon.2020.103146

openalex_workW3007575428

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