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2014

Gonzalez-Pardo, Antonio; Camacho, David

Solving Resource-Constraint Project Scheduling Problems based on ACO algorithms Conference

Ninth International Conference on Swarm Intelligence (ANTS 2014)., vol. 8667, Lecture Notes in Computer Science of Springer-Verlag, 2014.

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence

Gonzalez-Pardo, Antonio; Camacho, David

A New CSP Graph-Based Representation to Resource-Constrained Project Scheduling Problem Conference

2014 IEEE Conference on Evolutionary Computation (CEC 2014), 2014.

BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence

Gonzalez-Pardo, Antonio; Palero, Fernando; Camacho, David

Micro and Macro Lemmings simulations based on ants colonies Conference

EvoApp 2014, vol. In press, 2014.

BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence, Videogames

Gonzalez-Pardo, Antonio; Palero, Fernando; Camacho, David

An empirical study on collective intelligence algorithms for video games problem-solving Journal Article

In: Computing and Informatics, vol. In press, 2014, ISSN: 1335-9150.

BibTeX | Tags: Ant Colony Optimization, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence, Videogames

Menendez, Hector D; Barrero, David F; Camacho, David

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm Proceedings Article

In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2724–2731, IEEE 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization

Menéndez, Héctor D; Barrero, David F; Camacho, David

A Genetic Graph-based Approach for Partitional Clustering Journal Article

In: International journal of neural systems, vol. 24, no. 03, 2014.

BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory

Menendez, Hector D; Camacho, David

A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation Proceedings Article

In: 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 Optimization

Bello-Orgaz, Gema; Camacho, David

Evolutionary clustering algorithm for community detection using graph-based information Proceedings Article

In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 930–937, IEEE 2014.

Links | BibTeX | Tags: Clustering, Community Detection, Genetic Algorithms, Graph Theory

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

In: Enterprise Information Systems, no. Impact Factor: 9.26-Q1, 2013, ISSN: 1751-7575.

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

Barrero, David F; Menéndez, Héctor D; 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 Optimization

Gonzalez-Pardo, Antonio; Camacho, David

A new CSP graph-based representation for Ant Colony Optimization Conference

2013 IEEE Conference on Evolutionary Computation (CEC 2013), vol. 1, 2013.

BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence, Theorical

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, vol. 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, Swarm Intelligence

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

Adaptive K-Means Algorithm for overlapped graph clustering Journal Article

In: International Journal of Neural Systems, vol. 22 (Impact Factor:5.1 -Q1), no. 05, pp. 1250018 1–19, 2012, ISSN: 0129-0657.

Links | BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Overlapping Clustering

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

Communication by identity in bio-inspired multi-agent systems Journal Article

In: International Journal Concurrency and Computation: Practice & Experience., vol. 2012, no. 24, pp. 589-603, 2012, ISSN: 1532-0626.

Links | BibTeX | Tags: Graph Theory, Multi-agents systems, Neural Networks

Menéndez, Héctor D; Camacho, David

A Genetic Graph-Based Clustering Algorithm Book Section

In: Intelligent Data Engineering and Automated Learning - IDEAL 2012, vol. 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, Data Analysis, Data Mining, Graph Theory

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

Clustering avatars behaviours from virtual worlds interactions Proceedings Article

In: 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, Data Processing, Graph Theory, Hierarchical Clustering, Overlapping Clustering, Virtual World

2011

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), vol. 382, Springer Berlin / Heidelberg, 2011, ISBN: 978-3-642-24012-6.

Links | BibTeX | Tags: Graph Theory, Multi-agents systems, Social Networks

Bello-Orgaz, Gema; Cajias, Raul; Camacho, David

Study on the Impact of Crowd-Based Voting Schemes in the ’Eurovision’ European Contest Proceedings Article

In: 1st International Conference on Web Intelligence, Mining and Semantics (WIMS’11), ACM Press, 2011.

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

Bello-Orgaz, Gema; Menéndez, Héctor D; Camacho, David

Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm Book Section

In: Intelligent Data Engineering and Automated Learning - IDEAL 2011, vol. 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; Varona, Pablo; Camacho, David; Rodrí­guez, Francisco Borja

Optimal message interchange in a self-organizing multi-agent system Conference

Intelligent Distributed Computing IV, vol. 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, Neural Networks