Fatal hit-and-run crashes: Factors associated with leaving the scene
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Safety Research"
DOI: 10.1016/j.jsr.2021.08.007
Abstract: Abstract Introduction: Hit-and-run crashes are a criminal offense that leave the victim without prompt medical care or the ability to receive financial compensation. Method: The purpose of the current study was to quantify the factors… read more here.
Keywords: fatal hit; scene fatal; hit run; run crashes ... See more keywords
Identification and analysis of offenders causing hit and run accidents using classification algorithms
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Injury Control and Safety Promotion"
DOI: 10.1080/17457300.2022.2040541
Abstract: Abstract Hit-and-run crashes are significant concern for many countries. Due to lack of information of offending vehicles it is difficult to understand dynamics of these crashes to have a prevention plan. The paper aims to… read more here.
Keywords: hit run; identification analysis; run crashes; classification algorithms ... See more keywords
Investigating the contributors to hit-and-run crashes using gradient boosting decision trees
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DOI: 10.1371/journal.pone.0314939
Abstract: A classification prediction model is established based on a nonlinear method—Gradient Boosting Decision Tree (GBDT) to investigate the factors contributing to a perpetrator’s escape behavior in hit-and-run crashes. Given the U.S. Crash Report Sampling System… read more here.
Keywords: gradient boosting; run crashes; investigating contributors; hit run ... See more keywords