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An integrated approach of machine learning and Bayesian spatial Poisson model for large-scale real-time traffic conflict prediction

Dongya Li, Chuanyun Fu, Tarek Sayed, Wei Wang

2023Accident Analysis & Prevention37 citationsDOI

Topics & Concepts

Computer scienceTraffic conflictPoison controlMachine learningArtificial intelligenceBayesian probabilityRandom forestPoisson regressionData miningEngineeringTraffic congestionTransport engineeringFloating car dataSociologyMedicineDemographyPopulationEnvironmental healthTraffic and Road SafetyTraffic Prediction and Management TechniquesTraffic control and management
An integrated approach of machine learning and Bayesian spatial Poisson model for large-scale real-time traffic conflict prediction | Litcius