Uncovering causal graphs in air traffic control communication logs for explainable root cause analysis

This paper presents a novel approach for identifying system topology and detecting causal relationships between servers in Air Traffic Control systems (ATC) by utilizing unstructured, raw communication logs. We have developed a hybrid approach that combines process mining techniques, in particular t...

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Detalhes bibliográficos

Principais autores:	Agneza Krajna, Ana Šarčević, Mario Brčić, Kristijan Poje
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Taylor & Francis Group 2025-07-01
Colecção:	Automatika
Assuntos:	Root cause analysis causal graph process mining causal discovery causal inference explainability
Acesso em linha:	https://www.tandfonline.com/doi/10.1080/00051144.2025.2518794
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