Scenario-based automated data preprocessing to predict severity of construction accidents
Author:
Publisher
Elsevier BV
Subject
Building and Construction,Civil and Structural Engineering,Control and Systems Engineering
Reference73 articles.
1. Predicting and analyzing injury severity: a machine learning-based approach using class-imbalanced proactive and reactive data;Sarkar;Saf. Sci.,2020
2. A new-generation safety contest in the construction industry - a long-term evaluation of a real-life intervention;Laitinen;Saf. Sci.,2010
3. Machine learning predictive model based on national data for fatal accidents of construction workers;Choi;Autom. Constr.,2020
4. Predicting movements of onsite workers and mobile equipment for enhancing construction site safety;Zhu;Autom. Constr.,2016
5. Does the potential safety risk affect whether particular construction hazards are recognized or not?;Albert;J. Saf. Res.,2020
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