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
@conference{2014-GonzalezCamachoANTS,
title = {Solving Resource-Constraint Project Scheduling Problems based on ACO algorithms},
author = {Antonio Gonzalez-Pardo and David Camacho},
url = {https://aida.etsisi.upm.es/wp-content/uploads/2014/09/2014-ANTS-GonzalezCamacho.pdf},
year = {2014},
date = {2014-09-10},
urldate = {2014-09-10},
booktitle = {Ninth International Conference on Swarm Intelligence (ANTS 2014).},
volume = {8667},
pages = {290-291},
publisher = {Lecture Notes in Computer Science of Springer-Verlag},
keywords = {Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{2014-GonzalezCamachoCEC,
title = {A New CSP Graph-Based Representation to Resource-Constrained Project Scheduling Problem},
author = {Antonio Gonzalez-Pardo and David Camacho},
year = {2014},
date = {2014-07-07},
urldate = {2014-07-07},
booktitle = {2014 IEEE Conference on Evolutionary Computation (CEC 2014)},
pages = {344-351},
keywords = {Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{14-GonzalezEtAl-EvoApp,
title = {Micro and Macro Lemmings simulations based on ants colonies},
author = {Antonio Gonzalez-Pardo and Fernando Palero and David Camacho},
year = {2014},
date = {2014-04-23},
urldate = {2014-04-23},
booktitle = {EvoApp 2014},
volume = {In press},
keywords = {Ant Colony Optimization, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence, Videogames},
pubstate = {published},
tppubtype = {conference}
}
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
@article{14-GonzalezEtAl-CAI,
title = {An empirical study on collective intelligence algorithms for video games problem-solving},
author = {Antonio Gonzalez-Pardo and Fernando Palero and David Camacho},
issn = {1335-9150},
year = {2014},
date = {2014-01-21},
urldate = {2014-01-21},
journal = {Computing and Informatics},
volume = {In press},
keywords = {Ant Colony Optimization, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence, Videogames},
pubstate = {published},
tppubtype = {article}
}
Menendez, Hector D; Barrero, David F; Camacho, David
A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm Inproceedings
In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2724–2731, IEEE 2014.
BibTeX | Tags: Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization
@inproceedings{menendez2014co,
title = {A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm},
author = {Hector D Menendez and David F Barrero and David Camacho},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
booktitle = {Evolutionary Computation (CEC), 2014 IEEE Congress on},
pages = {2724--2731},
organization = {IEEE},
keywords = {Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
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
@article{menendez2014genetic,
title = {A Genetic Graph-based Approach for Partitional Clustering},
author = {Héctor D Menéndez and David F Barrero and David Camacho},
year = {2014},
date = {2014-01-01},
journal = {International journal of neural systems},
volume = {24},
number = {03},
publisher = {World Scientific Publishing Company},
keywords = {Clustering, Genetic Algorithms, Graph Theory},
pubstate = {published},
tppubtype = {article}
}
Menendez, Hector D; Camacho, David
A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation Inproceedings
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
@inproceedings{menendez2014multi,
title = {A Multi-Objective Graph-based Genetic Algorithm for Image Segmentation},
author = {Hector D Menendez and David Camacho},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
booktitle = {Innovations in Intelligent Systems and Applications (INISTA) Proceedings, 2014 IEEE International Symposium on},
pages = {234--241},
organization = {IEEE},
keywords = {Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
Bello-Orgaz, Gema; Camacho, David
Evolutionary clustering algorithm for community detection using graph-based information Inproceedings
In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 930–937, IEEE 2014.
Links | BibTeX | Tags: Clustering, Community Detection, Genetic Algorithms, Graph Theory
@inproceedings{bello2014evolutionary,
title = {Evolutionary clustering algorithm for community detection using graph-based information},
author = {Gema Bello-Orgaz and David Camacho},
url = {https://aida.etsisi.upm.es/wp-content/uploads/2014/12/CEC14_BelloOrgaz-Camacho.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {Evolutionary Computation (CEC), 2014 IEEE Congress on},
pages = {930--937},
organization = {IEEE},
keywords = {Clustering, Community Detection, Genetic Algorithms, Graph Theory},
pubstate = {published},
tppubtype = {inproceedings}
}
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
@article{Bello-Orgaz:2012:EIS,
title = {Acquisition of Business Intelligence from Human Experience in Route Planning},
author = {Gema Bello-Orgaz and David F Barrero and Maria D R-Moreno and David Camacho},
url = {https://aida.etsisi.upm.es/wp-content/uploads/2012/12/eis.pdf},
issn = {1751-7575},
year = {2013},
date = {2013-06-22},
urldate = {2013-06-22},
journal = {Enterprise Information Systems},
number = {Impact Factor: 9.26-Q1},
publisher = {Taylor & Francis},
keywords = {Business Intelligence, Data Mining, Genetic Algorithms, Graph Theory},
pubstate = {published},
tppubtype = {article}
}
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
@conference{Hector-2013-CEC,
title = {A Multi-Objective Genetic Graph-based Clustering Algorithm with Memory Optimization},
author = {David F Barrero and Héctor D Menéndez and David Camacho},
url = {https://atc1.aut.uah.es/~david/cec2013/Menendez2013CEC.pdf},
year = {2013},
date = {2013-06-20},
urldate = {2013-06-20},
booktitle = {IEEE Congress on Evolutionary Computation (CEC 2013)},
keywords = {Clustering, Genetic Algorithms, Graph Theory, Multi-objective Optimization},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{13-GonzalezCamacho-CEC,
title = {A new CSP graph-based representation for Ant Colony Optimization},
author = {Antonio Gonzalez-Pardo and David Camacho},
year = {2013},
date = {2013-05-13},
urldate = {2013-05-13},
booktitle = {2013 IEEE Conference on Evolutionary Computation (CEC 2013)},
volume = {1},
pages = {689--696},
keywords = {Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, Graph Theory, Swarm Intelligence, Theorical},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{2012-GonzalezCamacho,
title = {Maximal Component detection in graphs using swarm-based and genetic algorithms},
author = {Antonio Gonzalez-Pardo and David Camacho},
url = {https://aida.etsisi.upm.es/wp-content/uploads/2013/07/IDC-2012.pdf},
isbn = {978-3-642-32523-6},
year = {2012},
date = {2012-07-03},
urldate = {2012-07-03},
booktitle = {Proceedings of the 6th International Symposium on Intelligent Distributed Computing - IDC 2012},
volume = {446},
pages = {247 – 252},
publisher = {Springer Berlin Heidelberg},
series = {Studies in Computational Intelligence},
keywords = {Ant Colony Optimization, Computational Intelligence, Genetic Algorithms, Graph Theory, Swarm Intelligence},
pubstate = {published},
tppubtype = {conference}
}
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
@article{Bello-Orgaz:2012:IJNS,
title = {Adaptive K-Means Algorithm for overlapped graph clustering},
author = {Gema Bello-Orgaz and Hector D Menendez and David Camacho},
url = {http://www.worldscientific.com/doi/abs/10.1142/S0129065712500189
https://aida.etsisi.upm.es/wp-content/uploads/2012/09/ijns-2012.pdf},
issn = {0129-0657},
year = {2012},
date = {2012-06-18},
urldate = {2012-06-18},
journal = {International Journal of Neural Systems},
volume = {22 (Impact Factor:5.1 -Q1)},
number = {05},
pages = {1250018 1--19},
keywords = {Clustering, Genetic Algorithms, Graph Theory, Overlapping Clustering},
pubstate = {published},
tppubtype = {article}
}
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
@article{12-Gonzalez-Pardo-CCPE,
title = {Communication by identity in bio-inspired multi-agent systems},
author = {Antonio Gonzalez-Pardo and Pablo Varona and David Camacho and Francisco Borja Rodríguez},
url = {https://aida.etsisi.upm.es/wp-content/uploads/2012/03/CCPE-GonzalezPardoEtAl.pdf},
issn = {1532-0626},
year = {2012},
date = {2012-03-03},
urldate = {2012-03-03},
journal = {International Journal Concurrency and Computation: Practice & Experience.},
volume = {2012},
number = {24},
pages = {589-603},
keywords = {Graph Theory, Multi-agents systems, Neural Networks},
pubstate = {published},
tppubtype = {article}
}
Menéndez, Héctor D; Camacho, David
A Genetic Graph-Based Clustering Algorithm Incollection
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
@incollection{springerlink:10.1007/978-3-642-32639-4_27,
title = {A Genetic Graph-Based Clustering Algorithm},
author = {Héctor D Menéndez and David Camacho},
url = {http://dx.doi.org/10.1007/978-3-642-32639-4_27},
issn = {978-3-642-32638-7},
year = {2012},
date = {2012-01-01},
urldate = {2012-01-01},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2012},
volume = {7435},
pages = {216-225},
publisher = {Springer Berlin / Heidelberg},
series = {Lecture Notes in Computer Science},
abstract = {The interest in the analysis and study of clustering techniques have grown since the introduction of new algorithms based on the continuity of the data, where problems related to image segmentation and tracking, amongst others, makes difficult the correct classification of data into their appropriate groups, or clusters. Some new techniques, such as Spectral Clustering (SC), uses graph theory to generate the clusters through the spectrum of the graph created by a similarity function applied to the elements of the database. The approach taken by SC allows to handle the problem of data continuity though the graph representation. Based on this idea, this study uses genetic algorithms to select the groups using the same similarity graph built by the Spectral Clustering method. The main contribution is to create a new algorithm which improves the robustness of the Spectral Clustering algorithm reducing the dependency of the similarity metric parameters that currently affects to the performance of SC approaches. This algorithm, named Genetic Graph-based Clustering (GGC), has been tested with different synthetic and real-world datasets, the experimental results have been compared against classical clustering algorithms like K-Means, EM and SC.},
note = {10.1007/978-3-642-32639-4_27},
keywords = {Clustering, Data Analysis, Data Mining, Graph Theory},
pubstate = {published},
tppubtype = {incollection}
}
Bello-Orgaz, Gema; R-Moreno, Maria D; Camacho, David; Barrero, David F
Clustering avatars behaviours from virtual worlds interactions Inproceedings
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
@inproceedings{Orgaz:2012:CAB:2189736.2189743,
title = {Clustering avatars behaviours from virtual worlds interactions},
author = {Gema Bello-Orgaz and Maria D R-Moreno and David Camacho and David F Barrero},
url = {http://doi.acm.org/10.1145/2189736.2189743},
issn = {978-1-4503-1189-2},
year = {2012},
date = {2012-01-01},
urldate = {2012-01-01},
booktitle = {Proceedings of the 4th International Workshop on Web Intelligence & Communities},
pages = {4:1--4:7},
publisher = {ACM},
address = {New York, NY, USA},
series = {WI&C '12},
keywords = {Behavioral Patterns, Clustering, Data Processing, Graph Theory, Hierarchical Clustering, Overlapping Clustering, Virtual World},
pubstate = {published},
tppubtype = {inproceedings}
}
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
@conference{11-CajiasEtAl-IDC,
title = {A Swarm Simulation Platform For Agent-Based Social Simulations},
author = {Raul Cajias and Antonio González-Pardo and David Camacho},
url = {https://aida.etsisi.upm.es/wp-content/uploads/2011/10/IDC-11-CajiasEtAl.pdf},
isbn = {978-3-642-24012-6},
year = {2011},
date = {2011-06-29},
booktitle = {5th International Symposium on Intelligent Distributed Computing (IDC 2011)},
volume = {382},
pages = {265 - 270},
publisher = {Springer Berlin / Heidelberg},
keywords = {Graph Theory, Multi-agents systems, Social Networks},
pubstate = {published},
tppubtype = {conference}
}
Bello-Orgaz, Gema; Cajias, Raul; Camacho, David
Study on the Impact of Crowd-Based Voting Schemes in the ’Eurovision’ European Contest Inproceedings
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
@inproceedings{BelloCajiasCamacho2011,
title = {Study on the Impact of Crowd-Based Voting Schemes in the ’Eurovision’ European Contest},
author = {Gema Bello-Orgaz and Raul Cajias and David Camacho},
url = {http://dl.acm.org/citation.cfm?id=1988718
https://aida.etsisi.upm.es/wp-content/uploads/2012/09/WIMS2011AStudyOnImpact.pdf},
year = {2011},
date = {2011-01-04},
urldate = {2011-01-04},
booktitle = {1st International Conference on Web Intelligence, Mining
and Semantics (WIMS’11)},
publisher = {ACM Press},
keywords = {Clustering, Data Mining, Graph Theory, Social Networks},
pubstate = {published},
tppubtype = {inproceedings}
}
Bello-Orgaz, Gema; Menéndez, Héctor D; Camacho, David
Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm Incollection
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
@incollection{springerlink:10.1007/978-3-642-23878-9_20,
title = {Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm},
author = {Gema Bello-Orgaz and Héctor D Menéndez and David Camacho},
url = {http://dx.doi.org/10.1007/978-3-642-23878-9_20
https://aida.etsisi.upm.es/wp-content/uploads/2012/09/IDEAL2011UsingClustering.pdf},
issn = {978-3-642-23877-2},
year = {2011},
date = {2011-01-01},
urldate = {2011-01-01},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2011},
volume = {6936},
pages = {160-169},
publisher = {Springer Berlin / Heidelberg},
series = {Lecture Notes in Computer Science},
keywords = {Clustering, Genetic Algorithms, Graph Theory},
pubstate = {published},
tppubtype = {incollection}
}
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
@conference{10-Gonzalez-Pardo-IDC,
title = {Optimal message interchange in a self-organizing multi-agent system},
author = {Antonio Gonzalez-Pardo and Pablo Varona and David Camacho and Francisco Borja Rodríguez},
url = {https://aida.etsisi.upm.es/wp-content/uploads/2011/09/IDC-GonzalezEtAl.pdf},
issn = {978-3-642-15210-8},
year = {2010},
date = {2010-09-16},
urldate = {2010-09-16},
booktitle = {Intelligent Distributed Computing IV},
volume = {315},
pages = {131 - 141},
publisher = {Springer Verlag Berlin Heidelberg},
series = {Studies in Computational Intelligence IV},
keywords = {Graph Theory, Multi-agents systems, Neural Networks},
pubstate = {published},
tppubtype = {conference}
}