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

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

TRANSPORTATION LETTERS, cilt.15, sa.9, ss.1043-1054, 2023 (SCI-Expanded, SSCI, Scopus)

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 15 Sayı: 9
  • Basım Tarihi: 2023
  • Doi Numarası: 10.1080/19427867.2023.2214758
  • Dergi Adı: TRANSPORTATION LETTERS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Social Sciences Citation Index (SSCI), Scopus, Academic Search Premier, Aerospace Database, Communication Abstracts, Compendex, INSPEC, Civil Engineering Abstracts
  • Sayfa Sayıları: ss.1043-1054
  • Anahtar Kelimeler: Accident prediction, explainable machine learning, shapley numbers, decision trees, Naive Bayes classifier, case-based reasoning, support vector classifier, neural network
  • Gazi Üniversitesi Adresli: Evet