References

• 2014Overview and analysis of safety management studies in the construction industry654 cited
• 2005Accident patterns and prevention measures for fatal occupational falls in the construction industry430 cited
• 2018Construction site accident analysis using text mining and natural language processing techniques411 cited
• 2016Application of machine learning to construction injury prediction376 cited
• 2015Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports374 cited
• 2010Characteristic analysis of occupational accidents at small construction enterprises255 cited
• 2018Application of optimized machine learning techniques for prediction of occupational accidents253 cited
• 2019Machine learning predictive model based on national data for fatal accidents of construction workers251 cited
• 2019Predicting types of occupational accidents at construction sites in Korea using random forest model244 cited
• 2020Text mining-based construction site accident classification using hybrid supervised machine learning233 cited
• 2011Preventing construction worker injury incidents through the management of personal stress and organizational stressors225 cited
• 2018Fatal accident patterns of building construction activities in China224 cited
• 2013Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods