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

2015

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 | Tags: behavioral patterns, Hidden Markov Model, Human-Machine Interaction, UAV

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 | Tags: Data Analysis, Data Mining, Videogames

2014

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 | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation

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 | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation

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

Micro and Macro Lemmings simulations based on ants colonies Conference

EvoApp 2014, In press , 2014.

BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames

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 | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, CSP-graph based representation, Videogames

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 | Tags: Computer-based Education, Data Mining, Normalized Compression Distance, Virtual World

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; Cajias, Raul; Camacho, David

An Agent-Based Simulation of Christakis-Fowler Social Model Conference

Proceedings of the 5th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2013), 513 , Lecture Notes in Artificial Intelligence of Springer-Verlag Springer Verlag, 2013, ISBN: 978-3-319-01786-0 .

BibTeX | Tags: Multi-agents systems, Social Networks

Gonzalez-Pardo, Antonio; Camacho, David

A new CSP graph-based representation for Ant Colony Optimization Conference

2013 IEEE Conference on Evolutionary Computation (CEC 2013), 1 , 2013.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation

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

Berns Anke; Gonzalez-Pardo, Antonio; Camacho David

Game-like language learning in 3-D virtual environments Journal Article

Computers & Education, 60 (1), pp. 210-220, 2013, ISSN: 0360-1315.

Links | BibTeX | Tags: Computer-based Education, Virtual World

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

Gonzalez-Pardo, Antonio; Varona, Pablo; Camacho, David; de Rodriguez, Francisco Borja

Communication by identity in bio-inspired multi-agent systems Journal Article

International Journal Concurrency and Computation: Practice & Experience. , 2012 (24), pp. 589-603, 2012, ISSN: 1532-0626 .

Links | BibTeX | Tags: Graph Theory, Multi-agents systems, Signature Neural Networks

2011

Berns, Anke; Gonzalez-Pardo, Antonio; Camacho, David

Implementing the Use of Virtual Worlds in the Teaching of Foreign Languages (level A1) Conference

Proceedings of Learning a Language in Virtual Worlds: A Review of Innovation and ICT in Language Teaching Methodology, Warsaw Academy of Computer Science, 2011, ISBN: 978-83-88910-36-4.

BibTeX | Tags: eLearning, Virtual World

Berns, Anke; Gonzalez-Pardo, Antonio; Camacho, David

Designing serious games for foreign language learning Conference

4th International Conference ICT for Language Learning, Florence (Italy), Simonelli Editore, 2011, ISBN: 978-88-7647-719-5.

BibTeX | Tags: Computer-based Education, eLearning

Cajias, Raul; Gonzalez-Pardo, Antonio; Camacho, David

A Multi-Agent Simulation Platform Applied to the Study of Urban Traffic Lights Conference

Proceedings of the 6th International Conference on Software and Data Technologies, 1 , 2011, ISBN: 978-989-8425-76-8.

Links | BibTeX | Tags: Multi-agents systems, Traffic Simulation

Cajias, Raul; González-Pardo, Antonio; Camacho, David

A Swarm Simulation Platform For Agent-Based Social Simulations Conference

5th International Symposium on Intelligent Distributed Computing (IDC 2011), 382 , Springer Berlin / Heidelberg, 2011, ISBN: 978-3-642-24012-6 .

Links | BibTeX | Tags: Graph Theory, Multi-agents systems, Social Networks

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

Cajias, Raul; Gonzalez-Pardo, Antonio; Camacho, David

A Multi-Agent Traffic Simulation Framework for Evaluating the Impact of Traffic Lights Conference

Proceedings of the 3rd International Conference onAgents and Artificial Intelligence (ICAART) , 2 , Communications in Computer and Information Science Springer Berlin / Heidelberg, 2011, ISBN: 978-989-8425-41-6.

Links | BibTeX | Tags: Multi-agents systems, Traffic Simulation

2010

Gonzalez-Pardo, Antonio; de Rodriguez, Francisco Borja; Pulido, Estrella; Camacho, David

Using Virtual Worlds for Behaviour Clustering-based Analysis Conference

ACM Workshop on Surreal Media and Virtual Cloning, SMVC '10 ACM, ACM New York, NY, USA, 2010, ISSN: 978-1-60558-933-6.

Links | BibTeX | Tags: Clustering, Normalized Compression Distance, Virtual World

Gonzalez-Pardo, Antonio; Varona, Pablo; Camacho, David; de Rodriguez, Francisco Borja

Optimal message interchange in a self-organizing multi-agent system Conference

Intelligent Distributed Computing IV, 315 , Studies in Computational Intelligence IV Springer Verlag Berlin Heidelberg, 2010, ISSN: 978-3-642-15210-8.

Links | BibTeX | Tags: Graph Theory, Multi-agents systems, Signature Neural Networks

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