Domain-adapted deep learning for aviation incident classification with multiple labels and risk assessment

Aviation safety increasingly relies on narrative incident reports to derive actionable risk intelligence. However, reports from the Aviation Safety Reporting System (ASRS) feature long texts, imbalanced multi-label outcomes, and domain-specific terminology, posing challenges for conventional natural...

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Bibliographic Details

Main Authors:	Li, Xirui, Romli, Fairuz Izzuddin, Md Ali, Syaril Azrad, Zhahir, Amzari, Tang, Junqi
Format:	Article
Language:	en
Published:	Elsevier Ltd 2026
Subjects:	Control and Systems Engineering Electrical and Electronic Engineering Artificial Intelligence
Online Access:	http://psasir.upm.edu.my/id/eprint/123984/1/123984.pdf http://psasir.upm.edu.my/id/eprint/123984/ https://www.sciencedirect.com/science/article/pii/S0952197626007359
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