Publications

177 entries « 1 of 4 »

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

Journal of Intelligent and Fuzzy Systems, 32 (2), pp. 1307–1319, 2017.

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

Analysing temporal performance profiles of UAV operators using time series clustering Journal Article

Expert Systems with Applications, 70 , pp. 103–118, 2017, ISSN: 0957-4174.

Links | BibTeX | Tags: Performance measures, Simulation-based Training, Time Series Clustering, UAV operators, UAVs

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

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

IEEE Transactions on Industrial Informatics, In press , 2017.

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Ramirez-Atencia, Cristian; R-Moreno, Maria D; Camacho, David

Handling swarm of UAVs based on evolutionary multi-objective optimization Journal Article

Progress in Artificial Intelligence, In Press , pp. 1–12, 2017, ISSN: 2192-6352.

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, Mission Planning, Multi-Objective Genetic Algorithm, Unmanned Aerial Vehicles

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

Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models Journal Article

IEEE Computational Intelligence Magazine, 12 (4), pp. 28–37, 2017.

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Ramírez-Atencia, Cristian; Rodríguez-Fernández, Víctor; Gonzalez-Pardo, Antonio; Camacho, David

New Artificial Intelligence approaches for future UAV Ground Control Stations Inproceedings

2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017, pp. 2775–2782, IEEE, 2017, ISBN: 978-1-5090-4601-0.

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Martín, Alejandro; Fuentes-Hurtado, Félix; Naranjo, Valery; Camacho, David

Evolving deep neural networks architectures for Android malware classification Inproceedings

Evolutionary Computation (CEC), 2017 IEEE Congress on, pp. 1659–1666, IEEE 2017.

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Martín, Alejandro; Lara-Cabrera, Raúl; Fuentes-Hurtado, Félix; Naranjo, Valery; Camacho, David

EvoDeep: a new Evolutionary approach for automatic Deep Neural Networks parametrisation Journal Article

Journal of Parallel and Distributed Computing, 2017.

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Ramirez-Atencia, Cristian; Mostaghim, Sanaz; Camacho, David

A Knee Point Based Evolutionary Multi-objective Optimization for Mission Planning Problems Inproceedings

Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1216–1223, ACM, Berlin, Germany, 2017, ISBN: 978-1-4503-4920-8.

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, evolutionary multi-objective optimization, knee point, Mission Planning, Multi-objective Optimization, UAVs

2016

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

Automatic profile generation for UAV operators using a simulation-based training environment Journal Article

Progress in Artificial Intelligence, 5 (1), pp. 37–46, 2016, ISSN: 2192-6352.

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

A Method for Building Predictive HSMMs in Interactive Environments Inproceedings

2016 IEEE Congress on Evolutionary Computation (CEC), pp. 3146–3153, IEEE IEEE, 2016.

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Lara-Cabrera, Raúl; Gutierrez-Alcoba, Alejandro; Fernández-Leiva, Antonio J

A spatially-structured PCG method for content diversity in a Physics-based simulation game Inproceedings

European Conference on the Applications of Evolutionary Computation, pp. 653–668, Springer International Publishing 2016.

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Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

A Weighted Penalty Fitness for a Hybrid MOGA-CSP to solve Mission Planning Problems Inproceedings

XI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2016), pp. 305–314, 2016.

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, Mission Planning, Muli-UAV, Multi-Objective Genetic Algorithm, Multi-objective Optimization, NSGA2, Unmanned Aerial Vehicles

Suárez, Óscar Manuel Losada; Rodríguez-Fernández, Víctor; Ramírez-Atencia, Cristian; Camacho, David

Desarrollo de una plataforma basada en Unity3D para la aplicación de IA en videojuegos Inproceedings

Camacho, David; Martín, Marco Antonio Gómez; Calero, Pedro Antonio González (Ed.): 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego (CoSECiVi 2016), pp. 135–146, CEUR Workshop, Barcelona, Spain, 2016, ISSN: 16130073.

Abstract | Links | BibTeX | Tags: Agentes inteligentes, Inteligencia artificial, Plataforma software, Unity3D, Videojuegos

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

Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models Inproceedings

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.

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Bello-Orgaz, Gema; Ramirez-Atencia, Cristian; Fradera-Gil, Jaime; Camacho, David

GAMPP: Genetic Algorithm for UAV Mission Planning Problems Incollection

Intelligent Distributed Computing IX, pp. 167–176, Springer International Publishing, 2016.

Abstract | Links | BibTeX | Tags: Genetic Algorithms, Mission Planning, Unmanned Aircraft Systems

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

MOGAMR: A Multi-Objective Genetic Algorithm for Real-Time Mission Replanning Inproceedings

2016 IEEE Symposium Series on Computational Intelligence (SSCI), 2016, ISBN: 978-1-5090-4240-1, 978-1-5090-4241-8.

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, Metaheuristics, Mission Planning, Multi-objective Optimization, NSGA2, Replanning, Unmanned Aircraft Systems

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

Solving complex multi-UAV mission planning problems using multi-objective genetic algorithms Journal Article

Soft Computing, In Press , pp. 1–18, 2016, ISSN: 1432-7643; 1433-7479.

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Mission Planning, Multi-objective Optimization, NSGA2, Unmanned air vehicles

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

MOCDroid: multi-objective evolutionary classifier for Android malware detection Journal Article

Soft Computing, pp. 1–11, 2016.

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Martín, Alejandro; Menéndez, Héctor D; Camacho, David

Studying the Influence of Static API Calls for Hiding Malware Inproceedings

Conference of the Spanish Association for Artificial Intelligence, pp. 363–372, Springer 2016.

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Martín, Alejandro; Menéndez, Héctor D; Camacho, David

String-based malware detection for android environments Inproceedings

International Symposium on Intelligent and Distributed Computing, pp. 99–108, Springer International Publishing 2016.

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Martín, Alejandro; Menéndez, Héctor D; Camacho, David

Genetic boosting classification for malware detection Inproceedings

Evolutionary Computation (CEC), 2016 IEEE Congress on, pp. 1030–1037, IEEE 2016.

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Martín, Alejandro; Calleja, Alejandro; Menéndez, Héctor D; Tapiador, Juan; Camacho, David

ADROIT: Android malware detection using meta-information Inproceedings

Computational Intelligence (SSCI), 2016 IEEE Symposium Series on, pp. 1–8, IEEE 2016.

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2015

Lara-Cabrera, Raúl

Generación Automática de Contenido para Juegos de Estrategia en Tiempo Real PhD Thesis

2015.

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

Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment Incollection

Intelligent Data Engineering and Automated Learning--IDEAL 2015, pp. 441–448, Springer International Publishing, 2015.

Abstract | Links | BibTeX | Tags: behavioral patterns, Hidden Markov Model, Human-Machine Interaction, UAV

Martín, Alejandro; González, José Carlos; Pulido, José Carlos; García-Olaya, Ángel; Fernández, Fernando; Suárez-Mejías, Cristina

Therapy Monitoring and Patient Evaluation with Social Robots Conference

3rd Workshop on ICTs for improving Patients Rehabilitation Research Techniques, REHAB 2015, 2015.

Abstract | Links | BibTeX | Tags: Cerebral Palsy, QUEST, Social Robot, Therapy

RodrÍguez-Fernández, Víctor; Ramirez-Atencia, Cristian; Camacho, David

A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game Inproceedings

2st Congreso de la Sociedad Española para las Ciencias del Videojuego, pp. 186–191, 2015.

Abstract | Links | BibTeX | Tags: Mission Planning, Muli-UAV, Multi-objective Optimization, Player Assessment, Serious Games, Unmanned Aircraft Systems

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

Diseño de un Simulador de Bajo Coste para Vehículos Aéreos no Tripulados Inproceedings

Actas del X Congreso español sobre metaheurísticas, algoritmos evolutivos y bioinspirados: MAEB, pp. 447-454, Mérida, Cáceres, 2015, ISBN: 978-84-697-2150-6.

Abstract | Links | BibTeX | Tags: Computer-based Simulation, Unmanned Aircraft Systems, Web Application Development

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, María D; Camacho, David

A Hybrid MOGA-CSP for Multi-UAV Mission Planning Inproceedings

Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, pp. 1205–1208, ACM 2015.

Links | BibTeX | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Mission Planning, Multi-objective Optimization, Unmanned Aircraft Systems

Rodriguez-Fernandez, Victor; Ramirez-Atencia, Cristian; Camacho, David

A multi-UAV Mission Planning videogame-based framework for player analysis Inproceedings

Evolutionary Computation (CEC), 2015 IEEE Congress on, pp. 1490–1497, IEEE 2015.

Abstract | Links | BibTeX | Tags: Mission Planning, Multi-objective Optimization, Player Assessment, Serious Games, Unmanned Aircraft Systems

Bello-Orgaz, Gema; Hernandez-Castro, Julio; Camacho, David

A Survey of Social Web Mining Applications for Disease Outbreak Detection Incollection

Intelligent Distributed Computing VIII, pp. 345–356, Springer International Publishing, 2015.

Links | BibTeX | Tags: Epidemic Intelligence, Outbreak Detection, Social Networks, Web Data Mining

Rodriguez-Fernandez, Victor; Menendez, Hector D; Camacho, David

Design and development of a lightweight multi-UAV simulator Inproceedings

Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on, pp. 255–260, IEEE 2015.

Abstract | Links | BibTeX | Tags: Computer-based Simulation, Human-Machine Interaction, UAV, web

i, V{i}ctor Rodr

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

2015.

BibTeX | Tags: Human

Lara-Cabrera, Raúl; Collazo, Mariela Nogueira; Cotta, Carlos; Leiva, Antonio José Fernández

Game Artificial Intelligence: Challenges for the Scientific Community. Inproceedings

CoSECivi, pp. 1–12, 2015.

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Palero, Fernando; Ramirez-Atencia, Cristian; Camacho, David

Online Gamers Classification Using K-means Incollection

Intelligent Distributed Computing VIII, pp. 201–208, Springer International Publishing, 2015.

Abstract | Links | BibTeX | Tags: K-Means, Player Strategies, Real Time Strategy Game, Sliding Windows, Video Games

Lara-Cabrera, Raúl; Collazo, Mariela Nogueira; Cotta, Carlos; Leiva, Antonio Fernández J

Optimización en videojuegos: retos para la comunidad científica Journal Article

2015.

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Ramírez-Atencia, Cristian; Orgaz, Gema Bello; Rodríguez-Moreno, María Dolores; Camacho, David

Performance Evaluation of Multi-UAV Cooperative Mission Planning Models Inproceedings

Computational Collective Intelligence - 7th International Conference, ICCCI 2015, Madrid, Spain, September 21-23, 2015, Proceedings, Part II, pp. 203–212, 2015.

Abstract | Links | BibTeX | Tags: branch and bound, Constraint Satisfaction Problems, Mission Planning, Unmanned Aircraft Systems

Cabrera, Raúl Lara; Collazo, Mariela Nogueira; Porras, Carlos Cotta; Leiva, Antonio José Fernández

Procedural content generation for real-time strategy games Journal Article

IJIMAI, 3 (2), pp. 40–48, 2015.

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Palero, Fernando; Palero, Antonio Gonzalez-Pardo Fernando; Camacho, David

Simple gamer interaction analysis through tower defense games Conference

6th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2014), Lecture Notes in Artificial Intelligence of Springer-Verlag, 2015.

BibTeX | Tags: Data Analysis, Data Mining, Videogames

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

User Profile Analysis for UAV Operators in a Simulation Environment Inproceedings

Computational Collective Intelligence - 7th International Conference, ICCCI 2015, Madrid, Spain, September 21-23, 2015. Proceedings, Part I, pp. 338–347, 2015.

Abstract | Links | BibTeX | Tags: behavioral patterns, Clustering, Computer-based Simulation, Human-Machine Interaction, Performance Metrics, UAV, Videogames

2014

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; Camacho, David; others,

Solving UAV Mission Planning based on Temporal Constaint Satisfaction Problem using Genetic Algorithms Miscellaneous

Doctoral Program Proceedings of The 20th International Conference on Principles and Practice of Constraint Programming (CP 2014), 2014.

Abstract | Links | BibTeX | Tags: Genetic Algorithms, Mission Planning, Temporal Constraint Satisfaction Problems, Unmanned Aircraft Systems

Gonzalez-Pardo, Antonio; Camacho, David

Solving Resource-Constraint Project Scheduling Problems based on ACO algorithms Conference

Ninth International Conference on Swarm Intelligence (ANTS 2014)., 8667 , Lecture Notes in Computer Science of Springer-Verlag, 2014.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation

Gonzalez-Pardo, Antonio; Camacho, David

A New CSP Graph-Based Representation to Resource-Constrained Project Scheduling Problem Conference

2014 IEEE Conference on Evolutionary Computation (CEC 2014), 2014.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation

Gonzalez-Pardo, Antonio; Palero, Fernando; Camacho, David

Micro and Macro Lemmings simulations based on ants colonies Conference

EvoApp 2014, In press , 2014.

BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames

Gonzalez-Pardo, Antonio; Palero, Fernando; Camacho, David

An empirical study on collective intelligence algorithms for video games problem-solving Journal Article

Computing and Informatics, In press , 2014, ISSN: 1335-9150.

BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames

Menendez, Hector D; Barrero, David F; Camacho, David

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm Inproceedings

Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2724–2731, IEEE 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Algorithms

Menéndez, Héctor D; Barrero, David F; Camacho, David

A Genetic Graph-based Approach for Partitional Clustering Journal Article

International journal of neural systems, 24 (03), 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory

Menendez, Hector D; Camacho, David

A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation Inproceedings

Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on, pp. 234–241, IEEE 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Algorithms

Lara-Cabrera, Raúl; Cotta, Carlos; Fernández-Leiva, Antonio J

A self-adaptive evolutionary approach to the evolution of aesthetic maps for a RTS game Journal Article

2014.

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Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; Camacho, David; others,

A simple CSP-based model for Unmanned Air Vehicle Mission Planning Inproceedings

Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on, pp. 146–153, IEEE 2014.

Abstract | Links | BibTeX | Tags: Backtracking, Mission Planning, Temporal Constraint Satisfaction Problems, Unmanned Aircraft Systems

177 entries « 1 of 4 »