Research

Subareas

Description

Contributions to Artificial Intelligence and Data Science:
  • Machine Learning: mainly focused on unsupervised learning (Clustering and Hidden Markov Models). Nevertheless, we have also worked in the application of evolutionary computing (boosting) and Deep Learning (Convolutional Neural Networks) to supervised classification problems.
  • Evolutionary computation: mostly centered on mono and multi-objective Genetic Algorithms and Genetic Programing.
  • Social Network Analysis (SNA): application of AI and Machine Learning techniques to solve problems in complex networks, pattern recognition, development of new SNA algorithms, analysis of SNA technology… etc.
  • Swarm Intelligence: Mostly focused on the study of Ant Colony Optimization(ACO) algorithms.
  • Decision Support Systems: manly geared towards the design of man-in-the-loop information system for decision making in high complexity domains (aeronautics, aerospace, mining, medicine …etc)
  • Constraint Programing: mostly focused on the hybridization of classical Constraint Programming techniques with Evolutionary and Swarm Intelligence algorithms for solving Constraint Satisfaction Problems (CSP) for planning and resource allocation.
  • Graph Computing: we design evolutionary and swarm intelligence algorithms for community detection in complex networks.

Research members

Related Publications

128 entries « 3 of 3 »

2008

R-Moreno, Maria D; Camacho, David; Obieta, Unai

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

In: IJCSA, vol. 5, no. 1, pp. 33-48, 2008.

BibTeX

2007

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

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

In: CoRR, vol. abs/0711.4075, 2007.

BibTeX

2006

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

Multi-agent plan based information gathering Journal Article

In: Appl. Intell., vol. 25, no. 1, pp. 59-71, 2006.

BibTeX

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

Roboskeleton: An architecture for coordinating robot soccer agents Journal Article

In: Eng. Appl. of AI, vol. 19, no. 2, pp. 179-188, 2006.

Links | BibTeX

2005

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

A Multi-Agent architecture for intelligent gathering systems Journal Article

In: AI Commun., vol. 18, no. 1, pp. 15-32, 2005.

BibTeX

Camacho, David; Aler, Ricardo

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

In: Applied Artificial Intelligence, vol. 19, no. 6, pp. 645-657, 2005.

BibTeX

2004

Camacho, David; Aler, Ricardo; Cuadrado, Juan

Intelligent Agents for Data Mining and Information Retrieval Book Chapter

In: Chapter Rule-Based Parsing for Web Data Extracti, pp. 65-87. Chapter 5, Idea Group Publishing, 2004.

BibTeX

2003

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

Desining Flexible Software Components for Automatic Information Extraction in Web Agents Inproceedings

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

BibTeX

Camacho, David

Coordination of Planning Agents to Solve Problems in the Web Journal Article

In: AI Communications, The European Journal on Artificial Intelligence. Ed. by IOS Press., vol. 16, no. 4, pp. 309-311, 2003.

BibTeX

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

Semi-Automatic Parsing for Web Knowledge Extraction Inproceedings

In: Applied Informatics, pp. 303-308, 2003.

BibTeX

Camacho, David

Thesis: Coordination of planning agents to solve problems in the Web Journal Article

In: AI Commun., vol. 16, no. 4, pp. 309-311, 2003.

BibTeX

Aler, Ricardo; Camacho, David; Moscardini, Alfredo

Cooperation Between Agents to Evolve Complete Programs Book Chapter

In: Chapter In Intelligent Agent Software Engineerin, pp. 213–228, Valentina Plekhanova. University of Sunderland, United Kingdom. Ed. by Idea Group Publishing, 2003.

BibTeX

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

Designing Flexible Software Components for Automatic Information Extraction in Web Agents Inproceedings

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

BibTeX

2002

Camacho, David; Hernando, Javier

A Preliminary Study of Jade and JATLite Frameworks in Web Domains Inproceedings

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

BibTeX

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

Analysis of Internet Multi-Agent Based System for Zeus and SkeletonAgent Frameworks Inproceedings

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

BibTeX

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

Performance Evaluation of Zeus, Jade and SkeletonAgent Frameworks Inproceedings

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

BibTeX

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

Solving Travel Problems by Integrating WEB Information with Planning Inproceedings

In: ISMIS, pp. 482-490, 2002.

BibTeX

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

MAPWEB: Cooperation between Planning Agents and Web Agents Journal Article

In: Information & Security: An International Journal. Special issue on Agent-based Technologies, vol. 8, no. 2, pp. 209–238, 2002.

BibTeX

2001

Camacho, David

Coordinación de Agentes de Planificación para la Resolución de Problemas en Web PhD Thesis

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

BibTeX

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

Information Classification using Fuzzy Knowledge Based Agents Inproceedings

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

BibTeX

Camacho, David; Cuadrado, Juan; Borrajo, Daniel; Molina, José M

Desarrollo de Agentes de Usuario para el Acceso Distribuido a Información en Web Inproceedings

In: Turismo y Tecnologí­as de la Información y las Comunicaciones, pp. 111–134, Madrid, Spain, 2001.

BibTeX

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

Intelligent Travel Planning: A MultiAgent Planning System to Solve Web Problems in the e-Tourism Domain Journal Article

In: Autonomous Agents and Multi-Agent Systems, vol. 4, no. 4, pp. 387-392, 2001.

BibTeX

2000

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

A Multiagent Approach for Electronic Travel Planning Inproceedings

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

BibTeX

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

Electronic Tourism in the Web. An Artificial Intelligence Approach Inproceedings

In: Turismo y Teconologí­as de la Información y las Comunicaciones, pp. 307-326, Madrid, Spain, 2000.

BibTeX

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

TravelPlan: A MultiAgent System to Solve Web Electronic Travel Problems Inproceedings

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

BibTeX

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

Information Classification in Web Agents using Fuzzy Knowledge for Distance Evaluation Inproceedings

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

BibTeX

1999

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

Planificación en Internet basada en una Arquitectura Multiagente Inproceedings

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

BibTeX

Borrajo, Daniel; Camacho, David; Silva, Andres

Multistrategy Relational Learning of Heuristics for Problem Solving Inproceedings

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

BibTeX

128 entries « 3 of 3 »