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Predicting trucking accidents with truck drivers 'safety climate perception across companies: A transfer learning approach
Using the safety climate survey data from seven trucking companies with different data sizes, we show that our proposed approach results in better model performance compared to training the model from scratch using only the target company's data.
An interpretable clustering approach to safety climate analysis: examining driver group distinction in safety climate perceptions
While existing data-driven safety climate studies have made remarkable progress, clustering employees based on their safety climate perception is innovative and has not been extensively utilized in research.
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