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Updated: Sep 13, 2025

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可解释的多变量变压器网络用于区域一级的短期自行车撞车风险预测

Ling Deng1, Chengcheng Xu1, Pan Liu1

  • 1School of Transportation, Southeast University, Southeast University Road #2, Nanjing 211189, China.

Accident; analysis and prevention
|July 27, 2025
PubMed
概括

可解释多变量变压器网络 (IMTN) 通过有效建模时空数据和处理类不平衡来改善短期自行车撞车预测. 它确定了加强城市安全规划的关键基础设施特征.

关键词:
自行车撞车预测预测可解释的深度学习时间空间建模.变压器网络的变压器网络.

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