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Automatic Identification of Causal Factors from Fall-Related Accident Investigation Reports Using Machine Learning and Ensemble Learning Approaches
Publisher: ASCE
Abstract: To enhance the performance of learning from past fall-related accidents, this study developed an innovative framework for automatically extracting every individual causal factor from accident investigation reports based ...
Exploring the Spatially Heterogeneous Effects of Urban Built Environment on Road Travel Time Variability
Publisher: ASCE
Abstract: Most studies of road travel time estimation have been based on traffic-flow theory or data-driven methods and generally neglect the influence of urban built environment on road travel time. A global regression model and a ...