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 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 over 50 journal, books, and conference papers. His research interests include Multi-Agent Systems, Distributed Artificial Intelligence, Web Semantic Technologies, Automated Planning and Machine Learning.

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

2012

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

Communication by identity in bio-inspired multi-agent systems (article)

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

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

2011

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

Designing Videogames for Foreign Language Learning (conference)

4th International Conference ICT for Language Learning, Florence (Italy), 2011.

(BibTeX | Tags: eLearning, Computer-based Education)

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, 20111, , ISBN: 978-989-8425-76-8.

(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), 2011382, Springer Berlin / Heidelberg, , ISBN: 978-3-642-24012-6 .

(BibTeX | Tags: Multi-agents systems, Graph Theory, 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/.

(BibTeX | Tags: Genetic Algorithms, Regular Expressions, Information Extraction)

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, 2011 Vol 1, , ISBN: 978-989-8425-40-3.

(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) , 20112, Communications in Computer and Information Science Springer Berlin / Heidelberg, , ISBN: 978-989-8425-41-6.

(BibTeX | Tags: Multi-agents systems, Traffic Simulation)

Bello, 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.

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

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

Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm (incollection)

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

(BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory)

2010

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

Using Virtual Worlds for Behaviour Clustering-based Analysis (conference)

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

(BibTeX | Tags: Virtual World, Clustering, Normalized Compression Distance)

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

Optimal message interchange in a self-organizing multi-agent system (conference)

Intelligent Distributed Computing IV, 2010315, Studies in Computational Intelligence IV Springer Verlag Berlin Heidelberg, , ISSN: 978-3-642-15210-8.

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

Gonzalez-Pardo, Antonio; Granados, Ana; Camacho, David; Rodriguez, Francisco de Borja

Influence of music representation on compression-based clustering (conference)

IEEE World Congress on Computational Intelligence, 2010 IEEE Xplore, , ISSN: 978-1-4244-6910-9.

(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, 201071, Advances in Soft Computing Springer Berlin / Heidelberg, , ISSN: 978-3-642-12432-7.

(BibTeX | Tags: Genetic Algorithms, Regular Expressions, Information Extraction)

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, 201071, Advances in Soft Computing Springer Berlin / Heidelberg, , ISSN: 978-3-642-12432-7.

(BibTeX | Tags: Genetic Algorithms, Regular Expressions, Information Extraction)

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

Confidence intervals of success rates in evolutionary computation (inproceedings)

GECCO, Page(s): 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, Page(s): 103-110, 2010.

(BibTeX | Tags: Multi-agents systems, Planning)

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

Relevance of Contextual Information in Compression-Based Text Clustering (inproceedings)

IDEAL, Page(s): 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 (article)

Inf. Sci., 180, 10, Page(s): 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, Page(s): 31-41, 2009.

(BibTeX | Tags: Multi-agents systems, Genetic Algorithms)

Rico, Mariano; Camacho, David; Corcho, Óscar

Personalized Handling of Semantic Data with MIG (inproceedings)

DEXA Workshops, Page(s): 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), Page(s): 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, Page(s): 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 (article)

Expert Syst. Appl., 36, 2, Page(s): 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] (article)

Expert Syst. Appl., 36, 9, Page(s): 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 (article)

IJCSA, 5, 1, Page(s): 33-48, 2008.

(BibTeX | Tags: Planning, Machine Learning)

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

Evaluating the Impact of Information Distortion on Normalized Compression Distance (inproceedings)

ICMCTA, Page(s): 69-79, 2008.

(BibTeX | Tags: Information Distortion)

Rico, Mariano; Camacho, David; Corcho, Óscar

VPOET: Using a Distributed Collaborative Platform for Semantic Web Applications (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: Planning, eLearning)

Camacho, David; Rodrí­guez-Moreno, Marí­a Dolores

Towards an automatic monitoring for higher education Learning Design (article)

IJMSO, 2, 1, Page(s): 1-10, 2007.

(BibTeX | Tags: Computer-based Education)

Camacho, David; Rodrí­guez-Moreno, Marí­a Dolores

DynJAQ: An adaptive and flexible dynamic FAQ system (article)

Int. J. Intell. Syst., 22, 3, Page(s): 303-318, 2007.

(BibTeX | Tags: Data Analysis)

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

Contextual Information Retrieval based on Algorithmic Information Theory and Statistical Outlier Detection (article)

CoRR, abs/0711.4388, 2007.

(BibTeX | Tags: Semantic Web)

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

Evaluating the Impact of Information Distortion on Normalized Compression Distance-driven Text Clustering (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), Page(s): 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 (article)

Appl. Intell., 25, 1, Page(s): 59-71, 2006.

(BibTeX | Tags: Multi-agents systems)

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

Roboskeleton: An architecture for coordinating robot soccer agents (article)

Eng. Appl. of AI, 19, 2, Page(s): 179-188, 2006.

(BibTeX | Tags: Multi-agents systems)

2005

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

A Multi-Agent architecture for intelligent gathering systems (article)

AI Commun., 18, 1, Page(s): 15-32, 2005.

(BibTeX | Tags: Multi-agents systems)

Camacho, David; Aler, Ricardo

Software and Performance Measures for Evaluating Multi-Agent Frameworks (article)

Applied Artificial Intelligence, 19, 6, Page(s): 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, Page(s): 496-507, 2004.

(BibTeX | Tags: Computer-based Education, Data Analysis)

Aler, Ricardo; Camacho, David; Moscardini, Alfredo

The Effects of Transfer of Global Improvements in Genetic Programming (article)

Computers and Artificial Intelligence, 23, 4, 2004.

(BibTeX | Tags: Genetic Algorithms)

Camacho, David; Aler, Ricardo; Cuadrado, Juan

Intelligent Agents for Data Mining and Information Retrieval (inbook)

Mohammadian, Masoud (Ed.): Page(s): 65-87. Chapter 5, Idea Group Publishing, 2004.

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

2003

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

Desining Flexible Software Components for Automatic Information Extraction in Web Agents (inproceedings)

International Conference on Intelligent Agents, Web Technology and Internet Commerce, Vienna, Austria, 2003.

(BibTeX | Tags: Multi-agents systems, Information Extraction)

Camacho, David

Coordination of Planning Agents to Solve Problems in the Web (article)

AI Communications, The European Journal on Artificial Intelligence. Ed. by IOS Press., 16, 4, Page(s): 309-311, 2003.

(BibTeX | Tags: Multi-agents systems, Planning, Web Services)

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

Semi-Automatic Parsing for Web Knowledge Extraction (inproceedings)

Applied Informatics, Page(s): 303-308, 2003.

(BibTeX | Tags: Semantic Web, Data Mining)

Aler, Ricardo; Camacho, David; Moscardini, Alfredo

Cooperation Between Agents to Evolve Complete Programs (inbook)

Page(s): 213--228, Valentina Plekhanova. University of Sunderland, United Kingdom. Ed. by Idea Group Publishing, 2003.

(BibTeX | Tags: Multi-agents systems)

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

Designing Flexible Software Components for Automatic Information Extraction in Web Agents (inproceedings)

International Conference on Intelligent Agents, Web Technology and Internet Commerce, Vienna, Austria, 2003.

(BibTeX | Tags: Multi-agents systems, Semantic Web, Information Extraction)

2002

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

A Cooperative Planning Algorithm to Improve Performance in Web Domains (inproceedings)

Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2002), Hammamet, Tunisia, 2002.

(BibTeX | Tags: Planning, Web Services)

Aler, Ricardo; Camacho, David; Blázquez, Fernando

Evolución de jerarquí­as de subrutinas (inproceedings)

Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados (AEB\'02), Merida, Spain, 2002.

(BibTeX | Tags: Genetic Algorithms)

Camacho, David; Hernando, Javier

A Preliminary Study of Jade and JATLite Frameworks in Web Domains (inproceedings)

Internet, e-com and Artificial Intelligence Ist International Workshop on Practical Applications of Agents and Multiagent Systems (IWPAAMS\'2002), Page(s): 113--122, Salamanca, Spain, 2002.

(BibTeX | Tags: Multi-agents systems)

Camacho, David; Aler, Ricardo; Castro, César; Molina, José M.

Analysis of Internet Multi-Agent Based System for Zeus and SkeletonAgent Frameworks (inproceedings)

Second WSEAS International Conference on Multimedia, Internet and Video Technologies (ICOMIV 2002), Skiathos, Greece, 2002.

(BibTeX | Tags: Multi-agents systems)

Camacho, David; Aler, Ricardo; Castro, César; Molina, José M.

Performance Evaluation of Zeus, Jade and SkeletonAgent Frameworks (inproceedings)

Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2002), Hammamet, Tunisia, 2002.

(BibTeX | Tags: Multi-agents systems)

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

Solving Travel Problems by Integrating WEB Information with Planning (inproceedings)

ISMIS, Page(s): 482-490, 2002.

(BibTeX | Tags: Planning, Data Mining)

Aler, Ricardo; Borrajo, Daniel; Camacho, David; Sierra-Alonso, Almudena

A knowledge-based approach for business process reengineering, SHAMASH (article)

Knowl.-Based Syst., 15, 8, Page(s): 473-483, 2002.

(BibTeX | Tags: knowledge-based)

Camacho, David; Molina, Jose Manuel; Borrajo, Daniel; Aler, Ricardo

MAPWEB: Cooperation between Planning Agents and Web Agents (article)

Information \\& Security: An International Journal. Special issue on Agent-based Technologies, 8, 2, Page(s): 209--238, 2002.

(BibTeX | Tags: Multi-agents systems, Planning, Semantic Web)

2001

Fernández, David Camacho

Coordinación de Agentes de Planificación para la Resolución de Problemas en Web (phdthesis)

Departamento de Informática. Universidad Carlos III de Madrid, 2001.

(BibTeX | Tags: Multi-agents systems, Planning, Web Services)

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

Flexible Integration of Planning and Information Gathering (inproceedings)

Proceedings of the European Conference on Planning (ECP-01), Toledo, Spain, Springer-Verlag. Series LNAI, 2001.

(BibTeX | Tags: Planning, Information Extraction)

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

Abstract Planning in Dynamic Environments (inproceedings)

Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2001), Tucson (AZ), USA, 2001.

(BibTeX | Tags: Planning)

Camacho, David; Hernández, César; Molina, José M.

Information Classification using Fuzzy Knowledge Based Agents (inproceedings)

Proceedings of the IEEE Systems, Man, and Cybernectics Conference (SMC-2001), USA, 2001.

(BibTeX | Tags: Multi-agents systems, knowledge-based, Web Services, Information Extraction)

Camacho, David; Cuadrado, Juan; Borrajo, Daniel; Molina, Jose Manuel

Desarrollo de Agentes de Usuario para el Acceso Distribuido a Información en Web (inproceedings)

Turismo y Tecnologí­as de la Información y las Comunicaciones, Page(s): 111--134, Madrid, Spain, 2001.

(BibTeX | Tags: Multi-agents systems, Web Services)

Camacho, David; Aler, Ricardo; Borrajo, Daniel; Sierra-Alonso, Almudena

SHAMASH: An AI Tool for Modeling and Optimizing Business Processes (inproceedings)

ICTAI, Page(s): 306-313, 2001.

(BibTeX | Tags: knowledge-based)

Camacho, David; Borrajo, Daniel; Molina, José M.

Intelligent Travel Planning: A MultiAgent Planning System to Solve Web Problems in the e-Tourism Domain (article)

Autonomous Agents and Multi-Agent Systems, 4, 4, Page(s): 387-392, 2001.

(BibTeX | Tags: Multi-agents systems, Planning)

Aler, Ricardo; Blázquez, Francisco; Camacho, David

Experimentacion en Programacion Genetica Multinivel (article)

Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 13, Page(s): 10-22, 2001.

(BibTeX | Tags: Genetic Algorithms)

2000

Camacho, David; Borrajo, Daniel; Molina, Jose Manuel

TravelPlan: A MultiAgent System to Solve Web Electronic Travel Problems (inproceedings)

Workshop on Agent-Based Recommender Systems. Fourth International Conference on Autonomous Agents, Barcelona, Spain, 2000.

(BibTeX | Tags: Multi-agents systems, Web Services)

Camacho, David; Borrajo, Daniel; Molina, Jose Manuel

Electronic Tourism in the Web. An Artificial Intelligence Approach (inproceedings)

Turismo y Teconologí­as de la Información y las Comunicaciones, Page(s): 307-326, Madrid, Spain, 2000.

(BibTeX | Tags: Multi-agents systems, Web Services)

Camacho, David; Molina, Jose Manuel; Borrajo, Daniel

A Multiagent Approach for Electronic Travel Planning (inproceedings)

Proceedings of the Second International Bi-Conference Workshop on Agent-Oriented Information Systems (AOIS-2000), Austin, TX (USA), 2000.

(BibTeX | Tags: Multi-agents systems, Planning)

Camacho, David; Hernández, César; Molina, José M.

Information Classification in Web Agents using Fuzzy Knowledge for Distance Evaluation (inproceedings)

WSES International Conference on: Fuzzy Sets \\& Fuzzy Systems (FSFS-01), Puerto De La Cruz (Tenerife), Spain, 2000.

(BibTeX | Tags: Multi-agents systems, knowledge-based, Web Services)

1999

Camacho, David; Aler, Ricardo; Borrajo, Daniel; Giráldez, José Ignacio; Sierra, Almudena

SHAMASH, a Knowledge-Based System for Business Process Reengineering (inproceedings)

Proceedings of the Nineteenth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, UK, 1999.

(BibTeX | Tags: knowledge-based)

Camacho, David; Molina, José Manuel; Borrajo, Daniel

Planificación en Internet basada en una Arquitectura Multiagente (inproceedings)

II Jornadas de Ingenierí­a Telemática (JITEL99), Page(s): 289-296, Leganes, Madrid(Spain), 1999.

(BibTeX | Tags: Multi-agents systems)

Borrajo, Daniel; Camacho, David; Silva, Andres

Multistrategy Relational Learning of Heuristics for Problem Solving (inproceedings)

Proceedings of the Nineteenth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, UK, 1999.

(BibTeX | Tags: Machine Learning)

1996

Maestro, Juan Antonio; Mozos, Daniel; Camacho, David

Una técnica de particionamiento para reducir la sobrecarga por comunicaciones en Codiseño (inproceedings)

Proceedings XI Conference Design of Integrated Circuits and Systems, Barcelona-Sitges, Spain, 1996.

(BibTeX | Tags: Web Services)