Comparison of traffic accident injury severity prediction models with explainable machine learning

Cicek E., Akın M., Uysal F., Aytas R. T.

TRANSPORTATION LETTERS, vol.15, no.9, pp.1043-1054, 2023 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 15 Issue: 9
  • Publication Date: 2023
  • Doi Number: 10.1080/19427867.2023.2214758
  • Journal Name: TRANSPORTATION LETTERS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Social Sciences Citation Index (SSCI), Scopus, Academic Search Premier, Aerospace Database, Communication Abstracts, Compendex, INSPEC, Civil Engineering Abstracts
  • Page Numbers: pp.1043-1054
  • Keywords: Accident prediction, explainable machine learning, shapley numbers, decision trees, Naive Bayes classifier, case-based reasoning, support vector classifier, neural network
  • Gazi University Affiliated: Yes