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

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

Bello-Orgaz, Gema ; Menéndez, Héctor ; Okazaki, Shintaro ; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter Journal Article

Malaysian Journal of Computer Science, 27 (2), 2014, ISBN: 0127-9084.

Links | BibTeX | Tags: Classification, Clustering, Collective Trends, Social Network, Twitter

Bello-Orgaz, Gema ; Camacho, David

Evolutionary clustering algorithm for community detection using graph-based information Inproceedings

Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 930–937, IEEE 2014.

Links | BibTeX | Tags: Clustering, Community Detection, Genetic Algorithms, Graph Theory

Menendez, Hector D; Barrero, David F; Camacho, David

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm Inproceedings

Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2724–2731, IEEE 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Algorithms

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

A Genetic Graph-based Approach for Partitional Clustering Journal Article

International journal of neural systems, 24 (03), 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory

Menendez, Hector D; Camacho, David

A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation Inproceedings

Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on, pp. 234–241, IEEE 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Algorithms

Men{'e}ndez, H{'e}ctor D; Plaza, Laura ; Camacho, David

Combining graph connectivity and genetic clustering to improve biomedical summarization Inproceedings

Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2740–2747, IEEE 2014.

BibTeX | Tags: automatic summarization, Clustering, Genetic Algorithms

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

MACOC: a medoid-based ACO clustering algorithm Incollection

Swarm Intelligence, pp. 122–133, Springer International Publishing, 2014.

BibTeX | Tags: Ant Colony Optimization, Clustering

2013

Bello-Orgaz, Gema ; Menéndez, Héctor ; Okazaki, Shintaro ; Camacho, David

Extracting Collective Trends from Twitter Using Social-Based Data Mining Incollection

Costin Badica, Nguyen N T; Brezovan, M (Ed.): 5th International Conference on Computational Collective Intelligence (ICCCI 2013), pp. 622–630, Springer-Verlag, 2013.

Links | BibTeX | Tags: Classification, Clustering, Collective Trends, Data Mining, Social Network, Twitter

Héctor D. Menéndez, David Barrero F; Camacho, David

A Multi-Objective Genetic Graph-based Clustering Algorithm with Memory Optimization Conference

IEEE Congress on Evolutionary Computation (CEC 2013), 2013.

Links | BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Algorithms

Héctor Menéndez, Laura Plaza ; Camacho, David

A Genetic Graph-based Clustering approach to Biomedical Summarization Conference

Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, (10), WIMS '13 ACM, Madrid, Spain, 2013, ISBN: 978-1-4503-1850-1/13/06.

Links | BibTeX | Tags: automatic summarization, Clustering, Genetic Algorithms, natural language processing, summarization

Menendez, Hector ; Bello-Orgaz, Gema ; Camacho, David

Extracting Behavioural Models from 2010 FIFA World Cup Journal Article

Journal of Systems Science and Complexity, 26 (1), pp. 43-61, 2013, ISSN: 1009-6124.

Abstract | Links | BibTeX | Tags: Clustering, Information Extraction, knowledge-based

2011

Bello-Orgaz, Gema ; Cajias, Raul; Camacho, David

Study on the Impact of Crowd-Based Voting Schemes in the ’Eurovision’ European Contest Inproceedings

press, ACM (Ed.): 1st International Conference on Web Intelligence, Mining and Semantics (WIMS’11) , 2011.

Links | BibTeX | Tags: Clustering, Data Mining, Graph Theory, Social Networks

Bello-Orgaz, Gema ; Menéndez, Héctor ; Camacho, David

Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm Incollection

Yin, Hujun ; Wang, Wenjia ; Rayward-Smith, Victor (Ed.): Intelligent Data Engineering and Automated Learning - IDEAL 2011, 6936 , pp. 160-169, Springer Berlin / Heidelberg, 2011, ISSN: 978-3-642-23877-2.

Links | BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory

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; 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

Granados, Ana; Martí­nez, Rafael; Camacho, David; de Rodrí­guez, Francisco Borja

Relevance of Contextual Information in Compression-Based Text Clustering Inproceedings

IDEAL, pp. 259-266, 2010.

BibTeX | Tags: Clustering, Data Analysis

2007

Granados, Ana; Cebrián, Manuel; Camacho, David; de Rodrí­guez, Francisco Borja

Evaluating the Impact of Information Distortion on Normalized Compression Distance-driven Text Clustering Journal Article

CoRR, abs/0711.4075 , 2007.

BibTeX | Tags: Clustering, Data Analysis