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A deep generative approach for crash frequency model with heterogeneous imbalanced data

Hongliang Ding, Yuhuan Lu, N.N. Sze, Tiantian Chen, Yanyong Guo, Qinghai Lin

2022Analytic Methods in Accident Research57 citationsDOI

Topics & Concepts

AutoencoderCrashComputer scienceGenerative modelStatisticsAlgorithmArtificial intelligenceMathematicsDeep learningGenerative grammarProgramming languageTraffic and Road SafetyInjury Epidemiology and PreventionAutopsy Techniques and Outcomes
A deep generative approach for crash frequency model with heterogeneous imbalanced data | Litcius