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Machine Learning Categorization Algorithms for Traffic Conflict Ratings

  • Pushkin Kachroo,
  • Anamika Yadav,
  • Ankit Kathuria,
  • Shaurya Agarwal,
  • Mahmudul Islam

摘要

This paper provides a review of unsupervised and unsupervised categorization algorithms using safety surrogate data to predict the severity of traffic conflicts using processed traffic video data at conflict sites as well as human ratings of the conflicts.