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Real-time crash risk prediction in freeway tunnels considering features interaction and unobserved heterogeneity: A two-stage deep learning modeling framework

Jieling Jin, Helai Huang, Yuan Chen, Ye Li, Guoqing Zou, Xue Hongli

2023Analytic Methods in Accident Research46 citationsDOI

Topics & Concepts

CrashComputer scienceLogitRandom forestLogistic regressionMixed logitStage (stratigraphy)Data miningEconometricsArtificial intelligenceMachine learningMathematicsProgramming languageBiologyPaleontologyTraffic and Road SafetyTraffic Prediction and Management TechniquesInfrastructure Maintenance and Monitoring
Real-time crash risk prediction in freeway tunnels considering features interaction and unobserved heterogeneity: A two-stage deep learning modeling framework | Litcius