Publications

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2015

Santos, Pedro; Villa, Luisa F; Reñones, Anibal; Bustillo, Andrés; Maudes-Raedo, Jesús

An SVM-Based Solution for Fault Detection in Wind Turbines Journal Article

In: Sensors, 15 (3), pp. 5627-5648, 2015, ISSN: 1424-8220.

Abstract | Links | BibTeX | Tags: Fault diagnosis, Neural networks, Support vector machines, wind turbines

2014

Santos, Pedro; Teixidor, Daniel; Maudes-Raedo, Jesús; Ciurana, Joaquim

Modelling Laser Milling of Microcavities for the Manufacturing of DES with Ensembles Journal Article

In: Journal of Applied Mathematics, 2014 , pp. 15, 2014, ISBN: 1110-757X.

Abstract | Links | BibTeX | Tags: Ensemble methods, Laser milling, Neural networks, Support vector machines

2011

Maudes, Jesús; Rodríguez, Juan José; García-Osorio, César; Pardo, Carlos

Random projections for linear SVM ensembles Journal Article

In: Applied Intelligence, 34 , pp. 347-359, 2011, ISSN: 0924-669X, 1573-7497, (10.1007/s10489-011-0283-2).

Links | BibTeX | Tags: Data Mining, Ensemble methods, Support vector machines

2010

Maudes, Jesús; Rodríguez, Juan José; García-Osorio, César; Pardo, Carlos

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, 6097 , pp. 87–95, Springer, Córdoba, Spain, 2010, ISBN: 978-3-642-13024-3.

Links | BibTeX | Tags: Data Mining, Support vector machines

2009

Maudes, Jesús; Rodríguez, Juan José; García-Osorio, César

Disturbing Neighbors Ensembles for Linear SVM Inproceedings

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.

Links | BibTeX | Tags: Classifier ensembles, Data Mining, Decision trees, Disturbing neighbors, Ensemble methods, Support vector machines