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

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)

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)

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

A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game (Journal Article)

2st Congreso de la Sociedad Española para las Ciencias del Videojuego, 1394 , pp. 186–191, 2015.

(Abstract | Links | BibTeX)

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

Diseño de un Simulador de Bajo Coste para Vehículos Aéreos no Tripulados (Inproceeding)

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)

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)

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)

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)

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

A multi-UAV Mission Planning videogame-based framework for player analysis (Inproceeding)

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

(Abstract | Links | BibTeX)

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

A Hybrid MOGA-CSP for Multi-UAV Mission Planning (Inproceeding)

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

(Links | BibTeX)

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

Performance Evaluation of Multi-UAV Cooperative Mission Planning Models (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Design and development of a lightweight multi-UAV simulator (Inproceeding)

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

(Abstract | Links | BibTeX)

Fern{'a}ndez, V{i}ctor Rodr{i}guez

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

2015.

(BibTeX)

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

User Profile Analysis for {UAV} Operators in a Simulation Environment (Inproceeding)

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

(Abstract | Links | BibTeX)


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)

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)

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)

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

Micro and Macro Lemmings simulations based on ants colonies (Conference)

EvoApp 2014, In press , 2014.

(BibTeX)

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)

Gonzalez-Pardo, Antonio; Rosa, Angeles; Camacho, David

Behaviour-based identification of student communities in Virtual Worlds (Journal Article)

Computer Science and Information Systems (COMSIS), 11 (1), pp. 195-213, 2014, ISSN: 1820-0214.

(Links | BibTeX)

Gonzalez-Pardo, Antonio; Camacho, David

Environmental influence in bio-inspired game level solver algorithms (Conference)

7th International Symposium on Intelligent Distributed Computing (IDC 2013)., 511 , Studies in Computational Intelligence Springer Berlin Heidelberg, 2014, ISBN: 978-3-319-01570-5 .

(BibTeX)

Bello-Orgaz, Gema; Menéndez, Héctor; Okazaki, Shintaro; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter (Journal Article)

Malaysian Journal of Computer Science, 27 (2), 2014, ISBN: 0127-9084.

(Links | BibTeX)

Bello-Orgaz, Gema; Camacho, David

Evolutionary clustering algorithm for community detection using graph-based information (Inproceeding)

Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 930–937, IEEE 2014.

(Links | BibTeX)

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

A simple CSP-based model for Unmanned Air Vehicle Mission Planning (Inproceeding)

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

(Abstract | Links | BibTeX)

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

Branching to Find Feasible Solutions in Unmanned Air Vehicle Mission Planning (Incollection)

Intelligent Data Engineering and Automated Learning--IDEAL 2014, 8669 , pp. 286–294, Springer International Publishing, 2014.

(Abstract | Links | BibTeX)

Menendez, Hector; Barrero, David; Camacho, David

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm (Inproceeding)

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

(BibTeX)

Men{'e}ndez, H{'e}ctor; Plaza, Laura; Camacho, David

Combining graph connectivity and genetic clustering to improve biomedical summarization (Inproceeding)

Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2740–2747, IEEE 2014.

(BibTeX)

Menendez, Hector; Camacho, David

A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation (Inproceeding)

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

(BibTeX)

Men{'e}ndez, H{'e}ctor; Barrero, David; Camacho, David

A Genetic Graph-based Approach for Partitional Clustering (Journal Article)

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

(BibTeX)

Okazaki, Shintaro; D{'i}az-Mart{'i}n, Ana; Rozano, Mercedes; Men{'e}ndez-Benito, H{'e}ctor David

How to mine brand Tweets: Procedural guidelines and pretest (Journal Article)

International Journal of Market Research, 56 (4), pp. 467–488, 2014.

(BibTeX)

Men{'e}ndez, H{'e}ctor; Vindel, Rafael; Camacho, David

Combining time series and clustering to extract gamer profile evolution (Incollection)

Computational Collective Intelligence. Technologies and Applications, pp. 262–271, Springer International Publishing, 2014.

(BibTeX)

Men{'e}ndez, H{'e}ctor; V{'a}zquez, Miguel; Camacho, David

Mixed Clustering Methods to Forecast Baseball Trends (Incollection)

Intelligent Distributed Computing VIII, pp. 175–184, Springer International Publishing, 2014.

(BibTeX)

Men{'e}ndez, H{'e}ctor; Delgado-Calle, Carlos; Camacho, David

TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis (Incollection)

Intelligent Data Engineering and Automated Learning--IDEAL 2014, pp. 69–76, Springer International Publishing, 2014.

(BibTeX)

Men{'e}ndez, H{'e}ctor; Otero, Fernando EB; Camacho, David

MACOC: a medoid-based ACO clustering algorithm (Incollection)

Swarm Intelligence, pp. 122–133, Springer International Publishing, 2014.

(BibTeX)

Men{'e}ndez, H{'e}ctor; Otero, Fernando EB; Camacho, David

SACOC: A spectral-based ACO clustering algorithm (Incollection)

Intelligent Distributed Computing VIII, pp. 185–194, Springer International Publishing, 2014.

(BibTeX)

Bello-Orgaz, Gema; Men{'e}ndez, H{'e}ctor; Okazaki, Shintaro; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter (Journal Article)

Malaysian Journal of Computer Science, 27 (2), pp. 95–111, 2014.

(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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TELEPHONE: (+34) 914977535
FAX: (+34) 914972235