ALBERTO
GUILLÉN PERALES
Chercheur dans le période 2008-2009
Ginés
Rubio Flores
Publications dans lesquelles il/elle collabore avec Ginés Rubio Flores (13)
2010
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Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem
Expert Systems with Applications, Vol. 37, Núm. 6, pp. 4050-4057
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Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling
Neurocomputing, Vol. 73, Núm. 10-12, pp. 1965-1975
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Interfaz para MPI en MATLAB aplicada a la docencia en programación paralela
La innovación educativa en el contexto actual de la educación superior (Vicerreitoría de Formación e Innovación Educativa), pp. 221-225
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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
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Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks
Neural Computing and Applications, Vol. 19, Núm. 3, pp. 465-470
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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Creation of specific-to-problem kernel functions for function approximatio
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Efficient optimization of the parameters of LS-SVM for regression versus cross-validation error
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Global and local modelling in radial basis functions networks
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)
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Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab
Proceedings of the 2009 International Conference on High Performance Computing and Simulation, HPCS 2009
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Risk factor identification and classification of macrosomic newborns by neural networks
ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications
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Strengthening the forward variable selection stopping criterion
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)