Using machine learning techniques to assess the financial impact of the COVID-19 pandemic on the global aviation industry

Prediction of financial distress is a crucial concern for decision-makers, especially in industries prone to external shocks, such as the aviation sector. This study employs machine learning techniques on a comprehensive global dataset of aviation companies to develop highly accurate financial distr...

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Bibliographic Details
Main Authors: Khaled Halteh, Ritab AlKhoury, Salem Adel Ziadat, Adrian Gepp, Kuldeep Kumar
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Transportation Research Interdisciplinary Perspectives
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590198224000290