Prediction of vehicle occupants injury at signalized intersections using real-time traffic and signal data

Emmanuel Kidando, Angela E. Kitali, Boniphace Kutela, Mahyar Ghorbanzadeh, Alican Karaer, Mohammadreza Koloushani, Ren Moses, Eren E. Ozguven, Thobias Sando

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number105869
JournalAccident Analysis and Prevention
Volume149
DOIs
StatePublished - Jan 2021

ASJC Scopus Subject Areas

  • Human Factors and Ergonomics
  • Safety, Risk, Reliability and Quality
  • Public Health, Environmental and Occupational Health
  • Law

Keywords

  • Event-based data
  • High-resolution
  • Random Forest
  • Real-time data
  • Vehicle occupant injury
  • XGBoost classifiers

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