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Transformer-based modeling of abnormal driving events for freeway crash risk evaluation

  • Published:2024-08 Issue: Volume:165 Page:104727
  • ISSN:0968-090X
  • Container-title:Transportation Research Part C: Emerging Technologies
  • language:en
  • Short-container-title:Transportation Research Part C: Emerging Technologies

Author:

Han LeiORCID,Yu Rongjie,Wang Chenzhu,Abdel-Aty MohamedORCID

Funder

Department of Transportation of Zhejiang Province

Shanghai Municipality Science and Technology Commission

National Natural Science Foundation of China

Science and Technology Program of Zhejiang Province

Publisher

Elsevier BV

Reference52 articles.

1. Predicting freeway crashes from loop detector data by matched case-control logistic regression;Abdel-Aty;Transp. Res. Rec.,2004

2. Assessing safety on Dutch freeways with data from infrastructure-based intelligent transportation systems;Abdel-Aty;Transp. Res. Rec.,2008

3. The concept of proactive traffic management for enhancing freeway safety and operation;Abdel-Aty;ITE Journal,2010

4. Implementation of variable speed limits to improve safety of congested expressway weaving segments in microsimulation;Abdel-Aty;Transp. Res. Procedia,2017

5. The viability of using automatic vehicle identification data for real-time crash prediction;Ahmed;IEEE Trans. Intell. Transp. Syst.,2011

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