Publications

177 entries « 2 of 4 »

2014

Lara-Cabrera, R; Cotta, C; Fernández-Leiva, AJ

An analysis of the structure and evolution of the scientific collaboration network of computer intelligence in games Journal Article

Physica A: statistical mechanics and its applications, 395 , pp. 523–536, 2014.

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Gonzalez-Pardo, Antonio; Rosa, Angeles; Camacho, David

Behaviour-based identification of student communities in Virtual Worlds Journal Article

Computer Science and Information Systems (COMSIS), 11 (1), pp. 195-213, 2014, ISSN: 1820-0214.

Links | BibTeX | Tags: Computer-based Education, Data Mining, Normalized Compression Distance, Virtual World

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

Branching to Find Feasible Solutions in Unmanned Air Vehicle Mission Planning Incollection

Intelligent Data Engineering and Automated Learning--IDEAL 2014, 8669 , pp. 286–294, Springer International Publishing, 2014.

Abstract | Links | BibTeX | Tags: branch and bound, Mission Planning, Temporal Constraint Satisfaction Problems, Unmanned Aircraft Systems

Menéndez, Héctor 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

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; 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), pp. 95–111, 2014.

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Menéndez, Héctor 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

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

Alcoba, Alejandro Gutierrez; Lara-Cabrera, Raúl; Leiva, Antonio José Fernández

Generación automática de contenido para un nuevo juego basado en el problema de los tres cuerpos. Inproceedings

CoSECivi, pp. 199–210, 2014.

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Alcoba, Alejandro Gutierrez; Lara-Cabrera, Raúl; Fernández-Leiva, Antonio J

Generación automática de contenido para un nuevo juego basado en el problema de los tres cuerpos Journal Article

2014.

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'u, Ra; Cotta, Carlos; á, AJ Fern

Geometrical vs topological measures for the evolution of aesthetic maps in a RTS game Journal Article

Entertainment Computing, 5 (4), pp. 251–258, 2014.

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Okazaki, Shintaro; Díaz-Martín, Ana M; Rozano, Mercedes; Menéndez-Benito, Héctor David

How to mine brand Tweets: Procedural guidelines and pretest Journal Article

International Journal of Market Research, 56 (4), pp. 467–488, 2014.

BibTeX | Tags: Classification, sentimental analysis, Twitter

Menéndez, Héctor 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

Menéndez, Héctor D; Vázquez, Miguel; Camacho, David

Mixed Clustering Methods to Forecast Baseball Trends Incollection

Intelligent Distributed Computing VIII, pp. 175–184, Springer International Publishing, 2014.

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'u, Ra; Cotta, Carlos; á, Antonio Fern J

On balance and dynamism in procedural content generation with self-adaptive evolutionary algorithms Journal Article

Natural Computing, 13 (2), pp. 157–168, 2014.

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Menéndez, Héctor D; Otero, Fernando EB; Camacho, David

SACOC: A spectral-based ACO clustering algorithm Incollection

Intelligent Distributed Computing VIII, pp. 185–194, Springer International Publishing, 2014.

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Menéndez, Héctor D; Delgado-Calle, Carlos; Camacho, David

TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis Incollection

Intelligent Data Engineering and Automated Learning--IDEAL 2014, pp. 69–76, Springer International Publishing, 2014.

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2013

Gonzalez-Pardo, Antonio; Cajias, Raul; Camacho, David

An Agent-Based Simulation of Christakis-Fowler Social Model Conference

Proceedings of the 5th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2013), 513 , Lecture Notes in Artificial Intelligence of Springer-Verlag Springer Verlag, 2013, ISBN: 978-3-319-01786-0.

BibTeX | Tags: Multi-agents systems, Social Networks

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

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

Badica, Nguyen Costin 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

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

Menéndez, David Barrero Héctor F 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 Algorithms

R-Moreno, Bonifacio Castaño David Barrero María F D; Camacho, David

Effects of the Lack of Selective Pressure on the Expected Run-Time Distribution in Genetic Programming Conference

IEEE Congress on Evolutionary Computation (CEC 2013), 2013.

Links | BibTeX | Tags: distribution, genetic programming

Menéndez, Laura Plaza Héctor; 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

Bello-Orgaz, Gema; Camacho, David

Comparative study of text clustering techniques in virtual worlds Conference

Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, WIMS '13 ACM, Madrid, Spain, 2013, ISBN: 978-1-4503-1850-1/13/06.

Links | BibTeX | Tags: avatar behaviours, clustering algorithms, distance measures, mahout library, text clustering

Granados, Ana; Martínez, Rafael; Camacho, David; Rodríguez, FranciscodeBorja

Improving NCD accuracy by combining document segmentation and document distortion Journal Article

Knowledge and Information Systems, pp. 1-23, 2013, ISSN: 0219-1377.

Links | BibTeX | Tags: Algorithmic information theory; Data compression; Information filtering; Word removal; Document representation

Gonzalez-Pardo, Antonio; Camacho, David

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

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

Links | BibTeX | Tags: Ant Colony Optimization, Computational Intelligence, Constraint Satisfaction Problems, CSP-graph based representation

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

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

Lara-Cabrera, Raul; Cotta, Carlos; Fernandez-Leiva, Antonio J

2013 IEEE Symposium on Foundations of Computational Intelligence (FOCI) Journal Article

2013.

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'u, Ra; Cotta, Carlos; á, Antonio Fern J

A procedural balanced map generator with self-adaptive complexity for the real-time strategy game planet wars Inproceedings

European Conference on the Applications of Evolutionary Computation, pp. 274–283, Springer Berlin Heidelberg 2013.

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Lara-Cabrera, Raúl; Cotta, Carlos; Fernández-Leiva, Antonio J

A review of computational intelligence in RTS games Inproceedings

Foundations of Computational Intelligence (FOCI), 2013 IEEE Symposium on, pp. 114–121, 2013.

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'u, Ra; Cotta, Carlos; á, Antonio Fern J

A review of computational intelligence in RTS games Inproceedings

Foundations of Computational Intelligence (FOCI), 2013 IEEE Symposium on, pp. 114–121, 2013.

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Cotta, Carlos; á, Antonio Fern J; á, Alberto Fuentes S; 'u, Ra

Car setup optimization via evolutionary algorithms Inproceedings

International Work-Conference on Artificial Neural Networks, pp. 346–354, Springer Berlin Heidelberg 2013.

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Mora, Antonio M; Aisa, Francisco; Caballero, Ricardo; á, Pablo García-S; á, Juan Juli; Castillo, Pedro A; 'u, Ra

Designing and evolving an unreal tournamenttm 2004 expert bot Inproceedings

International Work-Conference on Artificial Neural Networks, pp. 312–323, Springer Berlin Heidelberg 2013.

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'u, Ra; Cotta, Carlos; á, Antonio Fern J

Evolving aesthetic maps for a real time strategy game Journal Article

2013.

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Gonzalez-Pardo, Antonio; Camacho David Berns Anke;

Game-like language learning in 3-D virtual environments Journal Article

Computers & Education, 60 (1), pp. 210-220, 2013, ISSN: 0360-1315.

Links | BibTeX | Tags: Computer-based Education, Virtual World

Barrero, David F; R-Moreno, María; Camacho, David

Improving experimental methods on success rates in Evolutionary Computation Journal Article

Journal of Experimental & Theoretical Artificial Intelligence, 2013, ISSN: 1362-3079.

BibTeX | Tags: Evolutionary Computation

'u, Ra; Cotta, Carlos; á, Antonio Fern J

Using Self-Adaptive Evolutionary Algorithms to Evolve Dynamism-Oriented Maps for a Real Time Strategy Game Inproceedings

International Conference on Large-Scale Scientific Computing, pp. 256–263, Springer Berlin Heidelberg 2013.

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2012

Cesar, María R-Moreno David Camacho David Barrero Julio D F

A Genetic Tango Attack Against the David-Prasad RFID Ultralightweight Authentication Protocol Journal Article

Expert Systems, The journal of Knowledge Engineering, pp. 1-11, 2012, ISSN: 0952-1976.

Links | BibTeX | Tags: genetic programming, RFID, security, tango attack, ultra-lightweight cryptography

Granados, David Camacho Ana; Rodríguez, Francisco Borja

Is the contextual information relevant in text clustering by compression? Journal Article

Expert Systems with Applications, 39 (10), pp. 8537 - 8546, 2012, ISSN: 0957-4174.

Links | BibTeX | Tags: Compression-based text clustering, Contextual information, Word removal

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

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

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

International Journal Concurrency and Computation: Practice & Experience., 2012 (24), pp. 589-603, 2012, ISSN: 1532-0626.

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

Barrero, María R-Moreno David D F; 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

Menéndez, Héctor; Camacho, David

A Genetic Graph-Based Clustering Algorithm Incollection

Yin, Hujun; Costa, José; Barreto, Guilherme (Ed.): Intelligent Data Engineering and Automated Learning - IDEAL 2012, 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 techniques, 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 Inproceedings

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 techniques, data processing, graph and overlapping clustering, hierarchical clustering, virtual worlds

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

Features selection from high-dimensional web data using clustering analysis Inproceedings

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, pp. 20:1–20:9, ACM, New York, NY, USA, 2012, ISSN: 978-1-4503-0915-8.

Links | BibTeX | Tags: cup, data, Data Analysis, FIFA, football, mining, projection, soccer, techniques, world

'u, Ra; Cotta, Carlos; á, Antonio José Fern

Procedural Map Generation for a RTS Game Inproceedings

13th International Conference on Intelligent Games and Simulation - GAMEON 2012, pp. 53–58, Fernández-Leiva et al. 2012.

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2011

Berns, Anke; Gonzalez-Pardo, Antonio; Camacho, David

Implementing the Use of Virtual Worlds in the Teaching of Foreign Languages (level A1) Conference

Proceedings of Learning a Language in Virtual Worlds: A Review of Innovation and ICT in Language Teaching Methodology, Warsaw Academy of Computer Science, 2011, ISBN: 978-83-88910-36-4.

BibTeX | Tags: eLearning, Virtual World

177 entries « 2 of 4 »