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Solution to data imbalance and complex interactions in traffic conflict modeling: a hypergraph and generative AI approach

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Existing traffic conflict models face challenges in handling minority class samples and capturing dynamic interactions in complex traffic scenarios. These limitations hinder model generalization and real-world applicability. This study employs an enhanced Two-... ...