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

131 entries « 2 of 3 »

2012

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

Adaptive K-Means Algorithm for overlapped graph clustering Journal Article

International Journal of Neural Systems, 22 (Impact Factor:5.1 -Q1) (05), pp. 1250018 1–19, 2012, ISSN: 0129-0657.

Links | BibTeX | Tags: Genetic Algorithms, graph and overlapping clustering

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

David F. Barrero, María R-Moreno D; Camacho, David

Adapting Searchy to extract data using evolved wrappers Journal Article

Expert Systems with Applications, 39 (3), pp. 3061 - 3070, 2012, ISSN: 0957-4174.

Links | BibTeX | Tags: Genetic Algorithms, Information Extraction, Wrappers

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

Features selection from high-dimensional web data using clustering analysis Inproceedings

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, pp. 20:1–20:9, ACM, New York, NY, USA, 2012, ISSN: 978-1-4503-0915-8.

Links | BibTeX | Tags: cup, data, Data Analysis, FIFA, football, mining, projection, soccer, techniques, world

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

Clustering avatars behaviours from virtual worlds interactions Inproceedings

Proceedings of the 4th International Workshop on Web Intelligence & Communities, pp. 4:1–4:7, ACM, New York, NY, USA, 2012, ISSN: 978-1-4503-1189-2.

Links | BibTeX | Tags: behavioral patterns, clustering techniques, data processing, graph and overlapping clustering, hierarchical clustering, virtual worlds

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

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

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

Mariano Rico Gonzalo Martínez, Xavier Alamán David Camacho ; Pulido, Estrella

A Programming Experience of High School Students by Means of Virtual Worlds Journal Article

International Journal of Engineering Education, Special Issue on Methods and Cases in Computing Education, 27 (1), pp. 52-60, 2011, ISSN: 0949-149X/91.

Links | BibTeX | Tags: educational experiences, opensim, programming courses, virtual education, virtual worlds

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

Jiménez-Díaz, Guillermo; Menéndez, Héctor D; Camacho, David; González-Calero, Pedro A

Predicting Performance in Team Games Conference

ICAART 2011 - Proceedings of the 3ed International Conference on Agents and Artificial Intelligence, Vol 1 , 2011, ISBN: 978-989-8425-40-3.

Links | BibTeX | Tags: Multi-agents systems

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

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; 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

Rico Mariano, Óscar Corcho José Antonio Macías ; Camacho, David

A Tool Suite to Enable Web Designers, Web Application Developers and End-users to Handle Semantic Data Journal Article

International Journal on Semantic Web and Information Systems (IJSWIS), 6 (3), pp. 38-60, 2010, ISSN: 1552-6283.

Links | BibTeX | Tags: Semantic Data, Semantically Enabled Web Applications, VPOET, Web Application Development, Web Applications

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

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

Barrero, David F; Camacho, David; R-Moreno, Marí­a D

Confidence intervals of success rates in evolutionary computation Inproceedings

GECCO, pp. 975-976, 2010.

BibTeX | Tags: Genetic Algorithms

R-Moreno, Marí­a D; Camacho, David; Barrero, David F; Gutierrez, Miguel

A Decision Support System for Logistics Operations Inproceedings

SOCO, pp. 103-110, 2010.

BibTeX | Tags: Multi-agents systems, Planning

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

Rico, Mariano; Camacho, David; Corcho, Óscar

A contribution-based framework for the creation of semantically-enabled web applications Journal Article

Inf. Sci., 180 (10), pp. 1850-1864, 2010.

BibTeX | Tags: Semantic Web

2009

Barrero, David F; Camacho, David; Rodrí­guez-Moreno, Marí­a Dolores

A Framework for Agent-Based Evaluation of Genetic Algorithms Inproceedings

IDC, pp. 31-41, 2009.

BibTeX | Tags: Genetic Algorithms, Multi-agents systems

Rico, Mariano; Camacho, David; Corcho, Óscar

Personalized Handling of Semantic Data with MIG Inproceedings

DEXA Workshops, pp. 64-68, 2009.

BibTeX | Tags: Semantic Web

Cano, Juan I; Sánchez, Luis; Camacho, David; Pulido, Estrella; Anguiano, Eloy

Allocating Educational Resources through Happiness Maximization and Traditional CSP Approach Inproceedings

ICSOFT (2), pp. 113-119, 2009.

BibTeX | Tags: Computer-based Education

Cano, Juan I; Sánchez, Luis; Camacho, David; Pulido, Estrella; Anguiano, Eloy

Using Preferences to Solve Student-Class Allocation Problem Inproceedings

IDEAL, pp. 626-632, 2009.

BibTeX | Tags: Computer-based Education

Rico, Mariano; Camacho, David; Corcho, Óscar

VPOET Templates to Handle the Presentation of Semantic Data Sources in Wikis Inproceedings

SemWiki, 2009.

BibTeX | Tags: Semantic Web

Aler, Ricardo; Valls, José Marí­a; Camacho, David; López, Alberto

Programming Robosoccer agents by modeling human behavior Journal Article

Expert Syst. Appl., 36 (2), pp. 1850-1859, 2009.

BibTeX | Tags: Multi-agents systems

Aler, Ricardo; Valls, José Marí­a; Camacho, David; López, Alberto

Corrigendum "Programming Robosoccer agents by modeling human behavior" [Experts Systems with Applications 36 (2P1) (2009) 1850-1859] Journal Article

Expert Syst. Appl., 36 (9), pp. 11992, 2009.

BibTeX | Tags: Multi-agents systems

2008

Camacho, David; Ortigosa, Alvaro; Pulido, Estrella; R-Moreno, Maria D

AI techniques for Monitoring Student Learning Process. Book

Information Science Reference, formerly Idea Group Publishing, Ed. by Francisco J. Garcí­a, 2008.

BibTeX | Tags: eLearning

Rodrí­guez-Moreno, Marí­a Dolores; Camacho, David; Obieta, Unai

A plan-based tool for automatic eLearning courses redesign Journal Article

IJCSA, 5 (1), pp. 33-48, 2008.

BibTeX | Tags: Machine Learning, Planning

Granados, Ana; Cebrán, Manuel; Camacho, David; Rodrí­guez, Francisco B

Evaluating the Impact of Information Distortion on Normalized Compression Distance Inproceedings

ICMCTA, pp. 69-79, 2008.

BibTeX | Tags: Information Distortion

Rico, Mariano; Camacho, David; Corcho, Óscar

VPOET: Using a Distributed Collaborative Platform for Semantic Web Applications Journal Article

CoRR, abs/0806.1361 , 2008.

BibTeX | Tags: Semantic Web

2007

Camacho, David; Carro, Rosa; Ortigosa, Alvaro; Pulido, Estrella; R-Moreno, Maria D

Automatic course redesign using metadata and scheduling: group-based vs individual adaptation Inproceedings

Elsevier, (Ed.): Proceedings of Computer Assisted Learning (CAL) biennial conference Development, Disruption and Debate, 2007.

BibTeX | Tags: eLearning

Camacho, David; Rodrí­guez-Moreno, Marí­a Dolores; Obieta, Unai

CAMOU: A Simple Integrated eLearning and Planning Techniques Tool Inproceedings

ReTIeL, 2007.

BibTeX | Tags: eLearning, Planning

Camacho, David; Rodrí­guez-Moreno, Marí­a Dolores

Towards an automatic monitoring for higher education Learning Design Journal Article

IJMSO, 2 (1), pp. 1-10, 2007.

BibTeX | Tags: Computer-based Education

Camacho, David; Rodrí­guez-Moreno, Marí­a Dolores

DynJAQ: An adaptive and flexible dynamic FAQ system Journal Article

Int. J. Intell. Syst., 22 (3), pp. 303-318, 2007.

BibTeX | Tags: Data Analysis

Martínez, Rafael; Cebrián, Manuel; de Rodríguez, Francisco Borja; Camacho, David

Contextual Information Retrieval based on Algorithmic Information Theory and Statistical Outlier Detection Journal Article

CoRR, abs/0711.4388 , 2007.

BibTeX | Tags: Semantic Web

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

Camacho, David; Moreno, Marí­a Dolores Rodriguez

Web Data Extraction using Semantic Generators Inproceedings

Proceedings of the International e-Conference of Computer Science (IeCCS 2006), pp. 34-38, VSP/Brill Academic Publishers, 2007.

BibTeX | Tags: Semantic Web

2006

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

Multi-agent plan based information gathering Journal Article

Appl. Intell., 25 (1), pp. 59-71, 2006.

BibTeX | Tags: Multi-agents systems

Camacho, David; Fernández, Fernando; Rodelgo, Miguel A

Roboskeleton: An architecture for coordinating robot soccer agents Journal Article

Eng. Appl. of AI, 19 (2), pp. 179-188, 2006.

Links | BibTeX | Tags: Multi-agents systems

2005

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

A Multi-Agent architecture for intelligent gathering systems Journal Article

AI Commun., 18 (1), pp. 15-32, 2005.

BibTeX | Tags: Multi-agents systems

Camacho, David; Aler, Ricardo

Software and Performance Measures for Evaluating Multi-Agent Frameworks Journal Article

Applied Artificial Intelligence, 19 (6), pp. 645-657, 2005.

BibTeX | Tags: Multi-agents systems

2004

Camacho, David; Rodrí­guez-Moreno, Marí­a Dolores; López, Alberto; Castro, César

Using Hierarchical Knowledge Structures to Implement Dynamic FAQ Systems Inproceedings

PAKM, pp. 496-507, 2004.

BibTeX | Tags: Computer-based Education, Data Analysis

131 entries « 2 of 3 »