Applied Intelligence & Data Analysis

Publications

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2015

Rodríguez-Fernández, Víctor; Menéndez, Héctor D; Camacho, David

User Profile Analysis for {UAV} Operators in a Simulation Environment Inproceedings

Computational Collective Intelligence - 7th International Conference, {ICCCI} 2015, Madrid, Spain, September 21-23, 2015. Proceedings, Part {I}, pp. 338–347, 2015.

Abstract | Links | BibTeX | Tags: behavioral patterns, Clustering, Computer-based Simulation, Human-Machine Interaction, Performance Metrics, UAV, Videogames

2014

Bello-Orgaz, Gema ; Menéndez, Héctor ; Okazaki, Shintaro ; Camacho, David

Combining Social-Based Data Mining Techniques To Extract Collective Trends From Twitter Journal Article

Malaysian Journal of Computer Science, 27 (2), 2014, ISBN: 0127-9084.

Links | BibTeX | Tags: Classification, Clustering, Collective Trends, Social Network, Twitter

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

Men{'e}ndez, H{'e}ctor D; Vindel, Rafael ; Camacho, David

Combining time series and clustering to extract gamer profile evolution Incollection

Computational Collective Intelligence. Technologies and Applications, pp. 262–271, Springer International Publishing, 2014.

BibTeX | Tags: baseball, Clustering, predection, time series

Men{'e}ndez, H{'e}ctor D; Otero, Fernando EB ; Camacho, David

MACOC: a medoid-based ACO clustering algorithm Incollection

Swarm Intelligence, pp. 122–133, Springer International Publishing, 2014.

BibTeX | Tags: Ant Colony Optimization, Clustering

2013

Bello-Orgaz, Gema ; Menéndez, Héctor ; Okazaki, Shintaro ; Camacho, David

Extracting Collective Trends from Twitter Using Social-Based Data Mining Incollection

Costin Badica, Nguyen N T; Brezovan, M (Ed.): 5th International Conference on Computational Collective Intelligence (ICCCI 2013), pp. 622–630, Springer-Verlag, 2013.

Links | BibTeX | Tags: Classification, Clustering, Collective Trends, Data Mining, Social Network, Twitter

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

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

Extracting Behavioural Models from 2010 FIFA World Cup Journal Article

Journal of Systems Science and Complexity, 26 (1), pp. 43-61, 2013, ISSN: 1009-6124.

Abstract | Links | BibTeX | Tags: Clustering, Information Extraction, knowledge-based

2011

Bello-Orgaz, 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.

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

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; de Rodriguez, Francisco Borja; Pulido, Estrella; Camacho, David

Using Virtual Worlds for Behaviour Clustering-based Analysis Conference

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

Links | BibTeX | Tags: Clustering, Normalized Compression Distance, Virtual World

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

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

Relevance of Contextual Information in Compression-Based Text Clustering Inproceedings

IDEAL, pp. 259-266, 2010.

BibTeX | Tags: Clustering, Data Analysis

2007

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

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

CoRR, abs/0711.4075 , 2007.

BibTeX | Tags: Clustering, Data Analysis