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

2016

Bello-Orgaz, Gema ; Ramirez-Atencia, Cristian ; Fradera-Gil, Jaime ; Camacho, David

GAMPP: Genetic Algorithm for UAV Mission Planning Problems Incollection

Intelligent Distributed Computing IX, pp. 167–176, Springer International Publishing, 2016.

Abstract | Links | BibTeX | Tags: Genetic Algorithms, Mission Planning, Unmanned Aircraft Systems

Ramirez-Atencia, Cristian; Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David

Solving complex multi-UAV mission planning problems using multi-objective genetic algorithms Journal Article

Soft Computing, In Press , pp. 1–18, 2016, ISSN: 1432-7643; 1433-7479.

Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Mission Planning, Multi-objective Optimization, NSGA2, Unmanned air vehicles

2015

Ramirez-Atencia, Cristian ; Bello-Orgaz, Gema ; R-Moreno, María D; Camacho, David

A Hybrid MOGA-CSP for Multi-UAV Mission Planning Inproceedings

Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, pp. 1205–1208, ACM 2015.

Links | BibTeX | Tags: Constraint Satisfaction Problems, Genetic Algorithms, Mission Planning, Multi-objective Optimization, Unmanned Aircraft Systems

2014

Ramirez-Atencia, Cristian ; Bello-Orgaz, Gema ; Camacho, David ; others,

Solving UAV Mission Planning based on Temporal Constaint Satisfaction Problem using Genetic Algorithms Miscellaneous

Doctoral Program Proceedings of The 20th International Conference on Principles and Practice of Constraint Programming (CP 2014), 2014.

Abstract | Links | BibTeX | Tags: Genetic Algorithms, Mission Planning, Temporal Constraint Satisfaction Problems, Unmanned Aircraft Systems

Gonzalez-Pardo, Antonio; Camacho, David

Environmental influence in bio-inspired game level solver algorithms Conference

7th International Symposium on Intelligent Distributed Computing (IDC 2013)., 511 , Studies in Computational Intelligence Springer Berlin Heidelberg, 2014, ISBN: 978-3-319-01570-5 .

BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Videogames

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

2013

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

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

Gonzalez-Pardo, Antonio; Camacho, David

Environmental influence in bio-inspired game level solver algorithms Conference

Proceedings of the 7th International Symposium on Intelligent Distributed Computing - IDC 2013, Studies in Computational Intelligence Springer Berlin Heidelberg, 2013.

BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Multi-agents systems, Videogames

2012

Gonzalez-Pardo, Antonio; Camacho, David

Maximal Component detection in graphs using swarm-based and genetic algorithms Conference

Proceedings of the 6th International Symposium on Intelligent Distributed Computing - IDC 2012, 446 , Studies in Computational Intelligence Springer Berlin Heidelberg, 2012, ISBN: 978-3-642-32523-6.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Graph Theory

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

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

2011

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

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; 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

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

2004

Aler, Ricardo; Camacho, David; Moscardini, Alfredo

The Effects of Transfer of Global Improvements in Genetic Programming Journal Article

Computers and Artificial Intelligence, 23 (4), 2004.

BibTeX | Tags: Genetic Algorithms

2002

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

2001

Aler, Ricardo; Blázquez, Francisco; Camacho, David

Experimentacion en Programacion Genetica Multinivel Journal Article

Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 13 , pp. 10-22, 2001.

BibTeX | Tags: Genetic Algorithms