3 papers
A Comparative Explainability Framework for DeBERTa-v3 in Zero-Shot Medical Abstract Classification
Javier Diaz Esteban-Herreros, David Muñoz-Valero, Raquel Martínez-España +2
A comparative explainability framework is presented to audit DeBERTa-v3 under zero-shot classification of medical abstracts. The work addresses the disagreement problem in Explaina…
Towards Autonomous Aircraft Surveillance from Nanosatellites through On-Board Inference and Generative Data Augmentation
Antonio Delgado-Rosa, David Muñoz-Valero, Enrique Adrian Villarrubia-Martin +1
Airborne surveillance from low Earth orbit is hindered by two interconnected bottlenecks: nanosatellites have a limited downlink budget, yet the conventional approach still transmi…
An approach to the timetabling problem in deregulated railway markets based on metaheuristic algorithms
David Muñoz-Valero, Juan Moreno-Garcia, Julio Alberto López-Gómez +2
The train timetabling problem in liberalized railway markets represents a challenge to the coordination between infrastructure managers and railway undertakings. Efficient scheduli…