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

International Conference on Intelligent Data Engineering and Automated Learning (IDEAL). September 10-12, 2014, Salamanca, Spain.

The 5th International Conference on Scalable Information Systems (INFOSCALE 2014). September 24-26, 2014, Seoul, South Korea.

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 “New challenges in Bio-inspired algorithms in complex and distributed problems” to be published by International Journal of Bio-Inspired Computation. Guest Editors: Lars Braubach & Costin Badica. Submission, November 15th, 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.

Last papers

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)


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 209, Building B
C/Francisco Tomás y Valiente, nº 11
28049, Ciudad Universitaria de Cantoblanco
Madrid (Spain)

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TELEPHONE: (+34) 914972419
FAX: (+34) 914972235