Uncovering causal graphs in air traffic control communication logs for explainable root cause analysis
Automatika, Volume 66, Issue 3, 559–573
Notes
Mines air traffic control communication logs to recover causal graphs that support explainable root-cause analysis of incidents. Demonstrates how the recovered structure makes safety-critical decisions auditable rather than relying on opaque correlation-driven models.
How to cite
@article{brcic2025krajna,
author = {Agneza Krajna and Ana Sarcevic and Mario Brcic and Kristijan Poje},
title = {Uncovering causal graphs in air traffic control communication logs for explainable root cause analysis},
journal = {Automatika, Volume 66, Issue 3, 559–573},
year = {2025},
doi = {10.1080/00051144.2025.2518794},
url = {https://doi.org/10.1080/00051144.2025.2518794},
}Topics: