2010
An Experimental Study on Ensembles of Functional Trees Proceedings Article
In: Gayar, Neamat El; Kittler, Josef; Roli, Fabio (Ed.): 9th International Workshop on Multiple Classifier Systems, MCS 2010, pp. 64-73, Cairo, Egypt, 2010, ISBN: 978-3-642-12126-5.
Random Oracles for Regression Ensembles Proceedings Article
In: Workshop on Supervised and Unsupervised Ensemble Methods and their Applications, SUEMA 2010, pp. 85-96, 2010.
Forests of Nested Dichotomies Journal Article
In: Pattern Recognition Letters, vol. 31, no. 2, pp. 125-132, 2010, ISSN: 0167-8655.
Random Projections for SVM Ensembles Book Chapter
In: García-Pedrajas, Nicolás; Herrera, Francisco; Fyfe, Colin; Benítez, José Manuel; Ali, Moonis (Ed.): Trends in Applied Intelligent Systems: 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, vol. 6097, pp. 87–95, Springer, Córdoba, Spain, 2010, ISBN: 978-3-642-13024-3.
An Empirical Study of Multilayer Perceptron Ensembles for Regression Tasks Proceedings Article
In: García-Pedrajas, Nicolás; Herrera, Francisco; Fyfe, Colin; Benítez, José Manuel; Ali, Moonis (Ed.): Trends in Applied Intelligent Systems: 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, pp. 106–115, Springer, Córdoba, Spain, 2010, ISBN: 978-3-642-13024-3.
Aplicación de Bosques de Decisión a la Detección de Roturas en Herramientas Multifilo Proceedings Article
In: Troncoso, Alicia; Riquelme, José C (Ed.): V Simposio de Teoría y Aplicaciones de Minería de Datos, TAMIDA 2010, pp. 275-282, Garceta grupo editorial, 2010, ISBN: 978-84-92812-60-8, (Simposio organizado por Red Española de Minería de Datos y Aprendizaje).
2009
Disturbing Neighbors Ensembles for Linear SVM Proceedings Article
In: Benediktsson, Jon Atli; Kittler, Josef; Roli, Fabio (Ed.): 8th International Workshop on Multiple Classifier Systems, MCS 2009, pp. 191–200, Springer-Verlag, Reykjavik, Iceland, 2009, ISBN: 978-3-642-02325-5.
Disturbing Neighbors Ensembles for Regression Proceedings Article
In: XIII Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA - TTIA 2009, pp. 369-378, Asociación Española para la Inteligencia Artificial, Sevilla, Spain, 2009, ISBN: 978-84-692-6424-9.
2008
LICENSE PLATE NUMBER RECOGNITION — New heuristics and a comparative study of classifiers Proceedings Article
In: Filipe, Joaquim; Andrade-Cetto, Juan; Ferrier, Jean-Louis (Ed.): 5th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2008), pp. 268-273, Universidad da Madeira, Funchal, Madeira, Portugal, 2008, ISBN: 978-989-8111-31-9.
Constructing ensembles of classifiers using linear projections based on misclassified instances Proceedings Article
In: Verleysen, Michel (Ed.): 16th European Symposium on Artificial Neural Networks (ESANN 2008), pp. 283–288, d-side publications, Bruges, Belgium, 2008, ISBN: 2-930307-08-0.
Computer Science teaching push-down automata and turing machines Proceedings Article
In: Proceedings of the 13th annual conference on Innovation and technology in computer science education (ITiCSE 2008), pp. 316–316, ACM, Madrid, Spain, 2008, ISBN: 978-1-60558-115-6.
A tool for teaching LL and LR parsing algorithms Proceedings Article
In: Proceedings of the 13th annual conference on Innovation and technology in computer science education (ITiCSE 2008), pp. 317–317, ACM, Madrid, Spain, 2008, ISBN: 978-1-60558-115-6.
Extensiones de THOTH para la simulación de autómatas de pila y máquinas de Turing Proceedings Article
In: Actas de las XIV Jornadas de Enseñanza Universitaria de Informática (JENUI 2008), pp. 595–602, Granada, 2008, ISBN: 978-84-612-4475-1.
Un simulador del lenguaje IL del estándar IEC 61131-3 como apoyo a la asignatura de Automática Industrial Proceedings Article
In: Actas de las XIV Jornadas de Enseñanza Universitaria de Informática (JENUI 2008), pp. 603–610, Granada, 2008, ISBN: 978-84-612-4475-1.
BURGRAM: Una herramienta interactiva para el estudio de los algoritmos de análisis sintáctico ascendente y descendente Proceedings Article
In: Actas de las XIV Jornadas de Enseñanza Universitaria de Informática (JENUI 2008), pp. 427–634, Granada, 2008, ISBN: 978-84-612-4475-1.
Disturbing Neighbors Diversity for Decision Forest Proceedings Article
In: Valentini, Giorgio; Okun, Oleg (Ed.): Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA 2008), pp. 67–71, Patras, Grecia, 2008, ISBN: 978-84-612-4475-1.
2007
Página web dinámica para el aprendizaje de la teoría de autómatas y lenguajes formales Proceedings Article
In: Simposio nacional de tecnologías de la información y las comunicaciones en la educación, pp. 323–326, Zaragoza, 2007, ISBN: 978–84–9732–597–4.
Cascading with VDM and Binary Decision Trees for Nominal Data Proceedings Article
In: Okun, Oleg; Valentini, Giorgio (Ed.): Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA'2007), pp. 28–42, Gerona, 2007.
THOTH: A new tool for automata theory learning Proceedings Article
In: International Technology, Education and Development Conference (INTED2007), International Association of Technology, Education and Development, Valencia, 2007, ISBN: 978-84-611-4517-1.
Nonlinear ``boosting'' projections for ensemble construction Journal Article
In: Journal of Machine Learning Research, vol. 8, pp. 1–33, 2007, ISSN: 1532-4435.
Cascading for Nominal Data Proceedings Article
In: 7th International Workshop, MCS 2007, pp. 231–240, Springer-Verlag, Prague, Czech Republic, 2007, ISSN: 0302-9743.
Successes and New Directions in Data Mining Book Chapter
In: Chapter Visualizing Multi Dimensional Data, pp. 236–276, Idea Group Inc., 2007, ISBN: 1599046458.
Enseñanza asistida de teoría de autómatas y lenguajes formales mediante el uso de THOTH Proceedings Article
In: Actas de las XIII Jornadas de Enseñanza Universitaria de Informática (JENUI 2007), pp. 425–432, Teruel, 2007, ISBN: 978–84–9732–421–2.
Adding Interactivity to Andrews Curves and Extensions Proceedings Article
In: Villanueva, J J (Ed.): Visualization, Imaging, and Image Processing (VIIP 2007), pp. 118–122, ACTA Press, Palma de Mallorca, 2007, ISBN: 978–0–88986–691–1.
Boosting $k$-nearest neighbors classifiers by weighted evolutionary instace selection Proceedings Article
In: Actas de las I Jornadas sobre Algoritmos Evolutivos y Metaheurísticas (JAEM 2007), pp. 301 – 308, Zaragoza, 2007.
2005
Regaining Sparsity in Kernel Principal Components Journal Article
In: Neurocomputing, vol. 67, pp. 398–402, 2005, ISSN: 0925-2312.
Data Mining and Visualization PhD Thesis
School of Computing, Paisley University, 2005.
The Combined Use of Self-organizing Maps and Andrews' Curves Journal Article
In: International Journal of Neural Systems, vol. 15, no. 3, pp. 1-10, 2005, ISSN: 0129-0657.
Data Mining and Visualization Technical Report
Paisley University High Street, Paisley, Strathclyde, PA1 2BE, United Kingdon, no. 30, 2005.
Visualization of High-Dimensional Data via Orthogonal Curves Journal Article
In: Journal of Universal Computer Science, vol. 11, no. 11, pp. 1806–1819, 2005, ISSN: 0948-695x.
2004
An Extension of Grand Tour Methods Based on Andrews' Curves Proceedings Article
In: Villanueva, Juan J (Ed.): 4th Annual IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP 2004), pp. 109–114, Marbella, Spain, 2004, ISSN: 1482-7921.
Using Andrews' Curves for Clustering and Sub-Clustering Self-Organizing Maps Proceedings Article
In: Verleysen, Michel (Ed.): European Symposium on Artificial Neural Networks (ESANN 2004), pp. 477–482, d-side publications, Bruges, Belgium, 2004, ISBN: 2-930307-04-8.
Comparing Exploratory Projection Pursuit Artificial Neural Networks Proceedings Article
In: Botty, Vicente; Corchado, Emilio (Ed.): 3rd International Workshop on Practical Applications of Agents and Multiagent Systems, IWPAAMS 2004, pp. 201–210, Universidad de Burgos, 2004, ISBN: 84–96394–07–7.
Making Agent's Decisions Transparent Proceedings Article
In: Botty, Vicente; Corchado, Emilio (Ed.): 3rd International Workshop on Practical Applications of Agents and Multiagent Systems, IWPAAMS 2004, pp. 339–342, Universidad de Burgos, 2004, ISBN: 84–96394–07–7.
Web Dinámica para el Aprendizaje del Cálculo Relacional Proceedings Article
In: X Jornadas de enseñanza Universitaria de la Informática (JENUI 2004), pp. 493–496, Thomson Paraninfo, EPS Universidad de Alicante, Alicante, Spain, 2004, ISBN: 84-9732-334-3.
2003
Three Neural Exploratory Projection Pursuit Algorithms Proceedings Article
In: European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems (EUNITE 2003), pp. 409–420, 2003, ISBN: 3-86130-194-6.
Initialising Exploratory Projection Pursuit Networks Proceedings Article
In: Hamza, M H (Ed.): 3rd Annual IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP 2003), pp. 124–128, The International Association of Science and Technology for Development, 2003, ISBN: 0-88986-382-2.
An Extension of Andrews Curves for Data Analysis Proceedings Article
In: Emergent Solutions for the Information and Knowledge Economy (X SIGEF Congress), pp. 123–134, 2003, ISBN: 84-9773-069.
Visualisation in High Dimensional Feature Spaces Proceedings Article
In: International Workshop on Practical Applications of Agents and Multiagents Systems (IWPAAMS 2003), pp. 158–167, Valladolid (Spain), 2003, ISBN: 84-688-4720-8.
2002
Unsupervised Learning applied to the Identification of Languages Proceedings Article
In: Corchado, J M; others, (Ed.): The International Workshop on the Practical Applications of Agents and Multi-agent Systems, pp. 261–264, Universidad de Salamanca, 2002, ISBN: 84-607-5827-3.
Three Neural Exploratory Projection Pursuit Algorithms as Agent Information Providers Proceedings Article
In: The International Workshop on the Practical Applications of Agents and Multi-agent Systems, pp. 217–226, Universidad de Salamanca, 2002, ISBN: 84-607-5827-3.
Aprendizaje práctico de patrones de diseño en asignaturas de programación de nivel III Proceedings Article
In: VIII Jornadas de Enseñanza Universitaria de la Informática (JENUI 2002), pp. 471–478, XX, Cáceres, Spain, 2002, ISBN: 99–9999–999–9.
2001
Boosting de Literales sobre Intervalos: Series de Longitud Variable y Clasificación Temprana Proceedings Article
In: Rionda, Antonio Bahamonde; Otero, Ramon P (Ed.): CAEPIA – TTIA 2001: Actas de la IX Conferencia de la Asociación Española para la Inteligencia Artificial y de las IV Jornadas de Transferencia Tecnológica de Inteligencia Artificial, pp. 203–212, Servicio de Publicaciones de la Universidad de Oviedo, 2001, ISBN: 84-932297-0-9.
Experiencias de colaboración con empresas en la realización de proyectos fin de carrera de la Ingeniería en Informática de Gestión de la Universidad de Burgos Proceedings Article
In: Miró-Juliá, José (Ed.): JENUI 2001: Actas de las VII Jornadas de Enseñanza Universitaria de la Informática, pp. 275–280, Servei de Publicacions i Intercanvi Cientific de la Universitat de les Illes Balears, Palma de Mallorca, Spain, 2001, ISBN: 84–7632–675–2.