A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution
Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime
Topics & Concepts
CrashSupport vector machinePredictabilityComputer scienceMachine learningRandom forestMultilayer perceptronArtificial intelligencePredictive modellingSampling (signal processing)Data miningArtificial neural networkStatisticsMathematicsFilter (signal processing)Computer visionProgramming languageTraffic and Road SafetyInfrastructure Maintenance and MonitoringTraffic Prediction and Management Techniques