crossrefAerospace2025-01-31Cited by 15
Identifying Human Factors in Aviation Accidents with Natural Language Processing and Machine Learning Models
Flávio L. Lázaro, Tomás Madeira, Rui Melicio, Duarte Valério, Luís F. F. M. Santos
The use of machine learning techniques to identify contributing factors in air incidents has grown significantly, helping to identify and prevent accidents and improve air safety. In this paper, classifier models such as LS, KNN, Random Forest, Extra Trees, and XGBoost, which hav…