2019
Extensions of Hidden Markov Models for supporting instructors in the analysis of training operations in an Unmanned Aircraft System Inproceedings
In: 2019 First International Conference on Societal Automation (SA), pp. 1–7, IEEE, Krakow, Poland, 2019, ISBN: 978-1-72813-345-4.
2018
Inteligencia Artificial aplicada al análisis de entrenamiento en operaciones con UAVs Inproceedings
In: Actas V Congreso Nacional de i+d en Defensa y Seguridad, pp. 1491–1498, Ministerio de Defensa. Secretaría General Técnica., Toledo, España, 2018, ISBN: 978-84-9091-357-4.
2017
A study on performance metrics and clustering methods for analyzing behavior in UAV operations Journal Article
In: Journal of Intelligent and Fuzzy Systems, vol. 32, no. 2, pp. 1307–1319, 2017.
Analysing temporal performance profiles of UAV operators using time series clustering Journal Article
In: Expert Systems with Applications, vol. 70, pp. 103–118, 2017, ISSN: 0957-4174.
Automatic Procedure Following Evaluation using Petri Net-based Workflows Journal Article
In: IEEE Transactions on Industrial Informatics, vol. In press, 2017.
Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models Journal Article
In: IEEE Computational Intelligence Magazine, vol. 12, no. 4, pp. 28–37, 2017.
2016
Automatic profile generation for UAV operators using a simulation-based training environment Journal Article
In: Progress in Artificial Intelligence, vol. 5, no. 1, pp. 37–46, 2016, ISSN: 2192-6352.
Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models Inproceedings
In: 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016, pp. 1–8, IEEE, 2016, ISBN: 978-1-5090-4240-1.
2015
Development of a Multi-UAV Simulator to Analyze the Behavior of Operators in Coastal Surveillance Missions Masters Thesis
2015.