Author

Pablo Torrijos

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#machine learning Open access Jun 2024

Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms

Experimental evaluation demonstrates the genetic algorithm's ability to obtain consensus BNs with limited treewidth, providing a valuable tool for aggregating information from diverse sources while returning a computationally actionable model.

Pablo Torrijos, José A. Gámez, J. Puerta · IEEE Congress on Evolutionar... · 3 citations

#machine learning Preprint Sep 2026

Structure-Aware Unsupervised Anomaly Detection for Spacecraft Telemetry with Adaptive EVT Thresholding

Operational anomaly detection in spacecraft telemetry typically requires labeled historical anomalies or extended warm-up periods. These requirements are rarely met in practice. We propose an unsupervised, deployment-ready framework that produces predictions from the second month of operation without any labels, prior...

Óscar Alcarria, R. Sánchez, J. Sempere et al. · 0 citations