Applied Intelligence & Data Analysis

Members

1-Faculty/Staff / Camacho, David

David Camacho is currently working as Associate Professor in the Computer Science Department at Universidad Autónoma de Madrid (Spain). He is the founder and head of the Applied Intelligence & Data Analysis Group (http://aida.ii.uam.es). He received a Ph.D. in Computer Science (2001) from Universidad Carlos III de Madrid, and a B.S. in Physics (1994) from Universidad Complutense de Madrid. He has published more than 150 journals, books, and conference papers. His research interests include Data Mining (Clustering), Computational Intelligence (mainly in Evolutionary Computation: GA & GP, Swarm Intelligence: ACO algorithms), Multi- Agent Systems & DSS (Unmanned Air Vehicles) and Videogames.

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-433
  • Phone Number: +34 91 497-2288
  • Email: david.camacho (you know what symbol goes here) uam.es

Show all

2015

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

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

User Profile Analysis for {UAV} Operators in a Simulation Environment Inproceedings

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

Abstract | Links | BibTeX | Tags: behavioral patterns, Clustering, Computer-based Simulation, Human-Machine Interaction, Performance Metrics, UAV, Videogames

2014

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; 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