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Analysis of traffic accident causes based on data augmentation and ensemble learning with high-dimensional small-sample data

Leipeng Zhu, Zhiqing Zhang, Dongdong Song, Biao Chen

2023Expert Systems with Applications27 citationsDOI

Topics & Concepts

Computer scienceGeneralizationFeature selectionSample (material)Ensemble learningFeature (linguistics)Data miningMachine learningAccident (philosophy)Key (lock)Variable (mathematics)Artificial intelligenceRandom forestSelection (genetic algorithm)Computer securityMathematicsPhilosophyEpistemologyChemistryMathematical analysisChromatographyLinguisticsTraffic and Road SafetyTraffic Prediction and Management TechniquesAutonomous Vehicle Technology and Safety
Analysis of traffic accident causes based on data augmentation and ensemble learning with high-dimensional small-sample data | Litcius