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A deep learning based traffic crash severity prediction framework.
Accident; analysis and prevention
Mar 16, 2021
Highway work zones are most vulnerable roadway segments for congestion and traffic collisions. Hence, providing accurate and timely prediction of the severity of traffic collisions at work zones is vital to reduce the response time for emergency unit...
Crash narrative classification: Identifying agricultural crashes using machine learning with curated keywords.
Traffic injury prevention
Nov 18, 2020
OBJECTIVE: Traditionally, structured or coded data fields from a crash report are the basis for identifying crashes involving different types of vehicles, such as farm equipment. However, using only the structured data can lead to misclassification o...
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