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The increasing rate of road accidents worldwide results not only in significant loss of life but also imposes billions financial burdens on societies.
The regression analysis of binary sequences
David R Cox · 1958
Earlier work this paper cites.
Induction of decision trees
J. Ross Quinlan · 1986
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Probabilistic reasoning in intelligent systems: networks of plausible inference
Judea Pearl · 1988
Earlier work this paper cites.
A short introduction to boosting
Yoav Freund, Robert Schapire, and Naoki Abe · 1999
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Random forests
L Breiman · 2001
Earlier work this paper cites.
Random forests
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Analysis of types of crashes at signalized intersections by using complete crash data and tree-based regression
Mohamed Abdel-Aty, Joanne Keller, and Patrick A Brady · 2005
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Analysis of traffic accident injury severity on spanish rural highways using bayesian networks
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The statistical analysis of highway crash-injury severities: A review and assessment of methodological alternatives
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Alfonso Montella, David Andreassen, Andrew P Tarko, Shane Turner, Filomena Mauriello, Lella Liana Imbriani, and Mario A Romero · 2013
Earlier work this paper cites.
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James C Fell, Geetha Waehrer, Robert B Voas, Amy Auld-Owens, Katie Carr, and Karen Pell · 2014
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A multinomial logit model-bayesian network hybrid approach for driver injury severity analyses in rear-end crashes
Cong Chen, Guohui Zhang, Rafiqul Tarefder, Jianming Ma, Heng Wei, and Hongzhi Guan · 2015
Earlier work this paper cites.
Analysis of injury severity of large truck crashes in work zones
Mohamed Osman, Rajesh Paleti, Sabyasachee Mishra, and Mihalis M. Golias · 2016
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Weather impacts on single-vehicle truck crash injury severity
Bhaven Naik, Li-Wei Tung, Shanshan Zhao, and Aemal J. Khattak · 2016
Earlier work this paper cites.
An explanatory analysis of driver injury severity in rear-end crashes using a decision table/naïve bayes (dtnb) hybrid classifier
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Injury severity prediction of traffic crashes with ensemble machine learning techniques: A comparative study
Arshad Jamal, Muhammad Zahid, Muhammad Tauhidur Rahman, Hassan M Al-Ahmadi, Meshal Almoshaogeh, Danish Farooq, and Mahmood Ahmad · 2021
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Exploring injury severity of bicycle-motor vehicle crashes: A two-stage approach integrating latent class analysis and random parameter logit model
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Classification of motor vehicle crash injury severity: A hybrid approach for imbalanced data
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Road traffic accidents severity factors: A review paper
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Statistical analysis of the patterns and characteristics of connected and autonomous vehicle involved crashes
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Comparison of machine learning algorithms for predicting traffic accident severity
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Crash data quality for road safety research: Current state and future directions
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Impacts of work zone component areas on driver injury severity
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Transparent deep machine learning framework for predicting traffic crash severity
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Alcohol-related non-fatal motor vehicle crash injury in the us from 2019 to 2022
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