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.

Highlights

Special Issue on “Intelligent Distributed Processing Methods for Big Data” to be published by Journal of Universal Computer Science. Guest Editors: Jason J. Jung, David Camacho & Costin Badica. Submission: October 30th, 2014.

Special Issue on Concurrency and Computation: Practice and Experience in the context of “Intelligent Distributed Computing”. Guest Editors: David Camacho & Salvatore Venticinque. January 16th, 2015.

II Congreso de la Sociedad Española para las Ciencias del Videojuego. 24th June 2015, Barcelona, Spain.

9th International Symposium on Intelligent Distributed Computing – IDC’2015. 7th-9th October 2015, Guimarães, Portugal.

Last papers

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, Page(s): 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), 2015Lecture Notes in Artificial Intelligence of Springer-Verlag, .

(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, Springer International Publishing, .

(Links | BibTeX)

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

Online Gamers Classification Using K-means (Incollection)

Intelligent Distributed Computing VIII, Springer International Publishing, .

(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 (Misc)

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)., 20148667, Lecture Notes in Computer Science of Springer-Verlag, .

(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, 2014In press, .

(BibTeX)

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

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

Computer Science and Information Systems (COMSIS), 11, 1, Page(s): 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)., 2014511, Studies in Computational Intelligence Springer Berlin Heidelberg, , 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 (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, Page(s): 930--937, 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, Page(s): 146--153, 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, Springer International Publishing, .

(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, Page(s): 2724--2731, 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, Page(s): 2740--2747, 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, Page(s): 234--241, 2014.

(BibTeX)

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

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

International Journal of Market Research, 56, 4, Page(s): 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, Springer International Publishing, .

(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, Springer International Publishing, .

(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, Springer International Publishing, .

(BibTeX)

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

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

Swarm Intelligence, Springer International Publishing, .

(BibTeX)

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

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

Intelligent Distributed Computing VIII, Springer International Publishing, .

(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 (Article)

Malaysian Journal of Computer Science, 27, 2, Page(s): 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