A deep learning framework for aviation risk classification and high-order coupled risk modeling

Aviation risk analysis can be a useful empirical foundation using narrative incident reports gathered by the Aviation Safety Reporting System (ASRS), but due to its long-form format, class imbalance, and domain-specific semantics, automated modelling can be a challenging problem. To respond to these...

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Bibliographic Details

Main Authors:	Li, Xirui, Romli, Fairuz Izzuddin, Ali, Syaril Azrad Md, Md Zhahir, Amzari, Tang, Junqi
Format:	Article
Language:	en
Published:	Elsevier 2026
Subjects:	Safety, Risk, Reliability and Quality Industrial and Manufacturing Engineering
Online Access:	http://psasir.upm.edu.my/id/eprint/123078/1/123078.pdf http://psasir.upm.edu.my/id/eprint/123078/ https://www.sciencedirect.com/science/article/pii/S0951832026000931
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