articleTop 1% cited
Comparison of four statistical and machine learning methods for crash severity prediction
Accident Analysis & Prevention · 2017 · Vol. 108 · pp. 27–36
Amirfarrokh Iranitalab✉(University of Nebraska–Lincoln)Aemal J. Khattak(University of Nebraska–Lincoln)
Traffic and Road SafetyTraffic Prediction and Management TechniquesAutomotive and Human Injury BiomechanicsCrashCluster analysisSupport vector machineMultinomial logistic regressionMachine learningPredictive modellingComputer scienceLogistic regressionArtificial intelligenceRandom forest
MeSH terms
Accidents, TrafficMachine LearningHumansNebraskaLogistic Models
Citations
427
FWCI
29.33
field-weighted impact
References
62
Percentile
100%
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Citations per year
References
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Accident Analysis & Prevention · 2011 · 954 citations
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