Applied Intelligence & Data Analysis

Members

1-Faculty/Staff / Gonzalez-Pardo, Antonio

Antonio González Pardo is a Lecturer at Universidad Autónoma de Madrid. He received a Ph.D. in Computer Science (2014) from Universidad Autónoma de Madrid, a BSc in Computer Science from Universidad Carlos III de Madrid (2009) and a MSc in Computer Science from Universidad Autónoma de Madrid (2011). His main research interests are related to computational intelligence (genetic algorithms, PSO, SWARM intelligence … etc), Multi-Agent Systems and Machine Learning Techniques. The application domains for his research are Constraint Satisfaction Problems (CSP), Complex Graph-based problems, Optimization problems and Video Games.

 

The datasets used in some of my works can be found here.

Contact information

  • Institute: Departamento de Ingenierí­a Informática. Escuela Politécnica Superior. Universidad Autónoma de Madrid.
  • Address: C/Francisco Tomás y Valiente 11, 28049 Madrid, Spain.
  • Office: B-321
  • Phone Number: +34 91497 7543
  • Email: antonio (dot) gonzalez (you know what symbol goes here) uam (dot) es

Final Degree Projects

Currently, I am supervising some Final Degree Projects and some Master Thesis in UAM. You can find more information here.

 

 

Publications

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2014

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 | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Videogames

2013

Gonzalez-Pardo, Antonio; Camacho, David

Environmental influence in bio-inspired game level solver algorithms Conference

Proceedings of the 7th International Symposium on Intelligent Distributed Computing - IDC 2013, Studies in Computational Intelligence Springer Berlin Heidelberg, 2013.

BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Multi-agents systems, Videogames

2012

Gonzalez-Pardo, Antonio; Camacho, David

Maximal Component detection in graphs using swarm-based and genetic algorithms Conference

Proceedings of the 6th International Symposium on Intelligent Distributed Computing - IDC 2012, 446 , Studies in Computational Intelligence Springer Berlin Heidelberg, 2012, ISBN: 978-3-642-32523-6.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Graph Theory

2011

Gonzalez-Pardo, Antonio; Camacho, David

Analysis of Grammatical Evolution Approaches to Regular Expression Induction Conference

Evolutionary Computation (CEC), 2011 IEEE Congress on, 2011, ISBN: 978-1-4244-7835-4/11/.

Links | BibTeX | Tags: Genetic Algorithms, Information Extraction, Regular Expressions

2010

Gonzalez-Pardo, Antonio; Granados, Ana; Camacho, David; de Rodriguez, Francisco Borja

Influence of music representation on compression-based clustering Conference

IEEE World Congress on Computational Intelligence, IEEE Xplore, 2010, ISSN: 978-1-4244-6910-9.

Links | BibTeX | Tags: Clustering, Genetic Algorithms, Information Theory, Normalized Compression Distance

Barrero, David F; Gonzalez-Pardo, Antonio; Camacho, David; R-Moreno, Maria D

Distributed Parameter Tunning for Genetic Algorithm Journal Article

Computer Science and Information Systems (COMSIS), 7 (3), pp. 661-677, 2010, ISSN: 1820-0214.

Links | BibTeX | Tags: Genetic Algorithms, Multi-agents systems

Gonzalez-Pardo, Antonio; Barrero, David F; Camacho, David; R-Moreno, Maria D

A Case Study on Grammatical-Based Representation for Regular Expression Evolution Conference

Trends in Practical Applications of Agents and Multiagent Systems, 71 , Advances in Soft Computing Universidad Autónoma de Madrid Departamento de Informática C/Francisco Tomás y Valiente, n 11 28049 Madrid Spain Springer Berlin / Heidelberg, 2010, ISSN: 978-3-642-12432-7.

Links | BibTeX | Tags: Genetic Algorithms, Information Extraction, Regular Expressions

Barrero, David F; Gonzalez, Antonio; R-Moreno, Maria D; Camacho, David

Variable Length-Based Genetic Representation to Automatically Evolve Wrappers Conference

Trends in Practical Applications of Agents and Multiagent Systems, 71 , Advances in Soft Computing Springer Berlin / Heidelberg, 2010, ISSN: 978-3-642-12432-7.

Links | BibTeX | Tags: Genetic Algorithms, Information Extraction, Regular Expressions