Applied Intelligence & Data Analysis

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Overview

AIDA (Applied Intelligence & Data Analysis)

SUMMARY

The Applied Intelligence & Data Analysis (AIDA) group at Escuela Politécnica Superior (Universidad Autónoma de Madrid) is involved in several research areas mainly related to:

  • Data Analysis and Data Mining: Genetic Algorithms, Genetic Programming, Classification and Clustering.
  • Multi-agent Systems: BDI technologies, Swarm Intelligence.
  • Unmanned Air Vehicles and Systems (UAV/UAS).
  • Social Mining and Graph-based Algorithms.
  • Virtual Worlds and Video Games.
  • Planning & machine learning methods.

Last papers

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

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; 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.

BibTeX

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; 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.

BibTeX

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; Men{é}ndez, H{é}ctor 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.

Links | BibTeX

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; Men{é}ndez, H{é}ctor 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

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; Gonzalez-Pardo, Antonio ; Camacho, David

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

IEEE Transactions on Industrial Informatics, In press , 2017.

BibTeX

Ram{í}rez-Atencia, Cristian ; Rodr{í}guez-Fern{á}ndez, V{í}ctor ; 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.

Links | BibTeX

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; 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.

Links | BibTeX


Rodr{í}guez-Fern{á}ndez, V{í}ctor ; Men{é}ndez, H{é}ctor 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.

Links | BibTeX

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

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

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

Losada Suárez, Óscar Manuel ; 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 ; Gómez Martín, Marco Antonio ; González Calero, Pedro Antonio (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

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

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.

BibTeX

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; 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.

Links | BibTeX

Rodr{í}guez-Fern{á}ndez, V{í}ctor ; 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.

Links | BibTeX


Projects
The projects that we have developed in AIDA Research Group are the following:


Contact email:

 

 

Address:

UNIVERSIDAD AUTÓNOMA DE MADRID
Escuela Politecnica Superior.
Rm 406, Building B
C/Francisco Tomás y Valiente, nº 11
28049, Ciudad Universitaria de Cantoblanco
Madrid (Spain)

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