ALBERTO
GUILLÉN PERALES
CATEDRÁTICO DE UNIVERSIDAD
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Aalto University
Helsinki, FinlandiaPublicaciones en colaboración con investigadores/as de Aalto University (10)
2014
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Fast feature selection in a GPU cluster using the delta test
Entropy, Vol. 16, Núm. 2, pp. 854-869
2013
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Data preprocessing and model design for medicine problems
Computational and Mathematical Methods in Medicine
2012
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Evolutive approaches for variable selection using a non-parametric noise estimator
Studies in Computational Intelligence, Vol. 415, pp. 243-266
2011
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Variable selection in a GPU cluster using delta test
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010
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New method for instance or prototype selection using mutual information in time series prediction
Neurocomputing, Vol. 73, Núm. 10-12, pp. 2030-2038
2009
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Applying mutual information for prototype or instance selection in regression problems
ESANN 2009 Proceedings, 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning
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Efficient parallel feature selection for steganography problems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Mutual information based initialization of forward-backward search for feature selection in regression problems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008
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Minimising the delta test for variable selection in regression problems
International Journal of High Performance Systems Architecture, Vol. 1, Núm. 4, pp. 269-281
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Optimal pruned K-nearest neighbors: OP-KNN - Application to financial modeling
Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008