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2019

Rodriguez-Fernandez, Victor

Extensions of Hidden Markov Models for supporting instructors in the analysis of training operations in an Unmanned Aircraft System Proceedings Article

In: 2019 First International Conference on Societal Automation (SA), pp. 1–7, IEEE, Krakow, Poland, 2019, ISBN: 978-1-72813-345-4.

Links | BibTeX | Tags: Hidden Markov Model, Operator, Simulation-based Training, Unmanned Aircraft Systems

2018

Rodriguez-Fernández, Victor; González-Pardo, Antonio; Camacho, David

Inteligencia Artificial aplicada al análisis de entrenamiento en operaciones con UAVs Proceedings Article

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.

BibTeX | Tags: Operator, Simulation-based Training, Unmanned Aircraft Systems

2017

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

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.

Links | BibTeX | Tags: Behavioral Patterns, Clustering, Industry, Operator, Performance Metrics, Unmanned Aircraft Systems

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

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.

Links | BibTeX | Tags: Clustering, Operator, Performance Metrics, Simulation-based Training, Time Series, Unmanned Aircraft Systems

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

Automatic Procedure Following Evaluation using Petri Net-based Workflows Journal Article

In: IEEE Transactions on Industrial Informatics, vol. In press, 2017.

BibTeX | Tags: Operator, Petri-Net, Unmanned Aircraft Systems

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

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.

Links | BibTeX | Tags: Behavioral Patterns, Hidden Markov Model, Operator, Unmanned Aircraft Systems

2016

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

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.

Links | BibTeX | Tags: Operator, Simulation-based Training, Unmanned Aircraft Systems

Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models Proceedings Article

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.

Links | BibTeX | Tags: Behavioral Patterns, Hidden Markov Model, Operator, Unmanned Aircraft Systems

2015

Rodriguez-Fernandez, Victor

Development of a Multi-UAV Simulator to Analyze the Behavior of Operators in Coastal Surveillance Missions Masters Thesis

2015.

BibTeX | Tags: Computer-based Simulation, Operator, Simulation-based Training, Unmanned Aircraft Systems