Applied Intelligence & Data Analysis


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 ( 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)

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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


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


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

Bello-Orgaz, Gema ; Barrero, David.F. ; R-Moreno, Maria.D. ; Camacho, David

Acquisition of Business Intelligence from Human Experience in Route Planning Journal Article

Enterprise Information Systems, (Impact Factor: 9.26-Q1), 2013, ISSN: 1751-7575.

Links | BibTeX | Tags: Business Intelligence, Data Mining, Genetic Algorithms, Graph Theory


Menéndez, Héctor ; Camacho, David

A Genetic Graph-Based Clustering Algorithm Incollection

Yin, Hujun ; Costa, José ; Barreto, Guilherme (Ed.): Intelligent Data Engineering and Automated Learning - IDEAL 2012, 7435 , pp. 216-225, Springer Berlin / Heidelberg, 2012, ISSN: 978-3-642-32638-7, (10.1007/978-3-642-32639-4_27).

Abstract | Links | BibTeX | Tags: clustering techniques, Data Analysis, Data Mining, Graph Theory


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

Reducing the Loss of Information through Annealing Text Distortion Journal Article

IEEE Transactions on Knowledge and Data Engineering, 23 (7), pp. 1090-1102, 2011, ISSN: 1041-4347.

Links | BibTeX | Tags: Data Mining, pattern clustering, text analysis

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


Camacho, David; Aler, Ricardo; Cuadrado, Juan

Intelligent Agents for Data Mining and Information Retrieval Book Chapter

Mohammadian, Masoud (Ed.): Chapter Rule-Based Parsing for Web Data Extracti, pp. 65-87. Chapter 5, Idea Group Publishing, 2004.

BibTeX | Tags: Data Mining, Information Theory, Multi-agents systems


Camacho, David; López, Miguel A; Aler, Ricardo

Semi-Automatic Parsing for Web Knowledge Extraction Inproceedings

Applied Informatics, pp. 303-308, 2003.

BibTeX | Tags: Data Mining, Semantic Web


Camacho, David; Molina, José M; Borrajo, Daniel; Aler, Ricardo

Solving Travel Problems by Integrating WEB Information with Planning Inproceedings

ISMIS, pp. 482-490, 2002.

BibTeX | Tags: Data Mining, Planning