ALBERTO
GUILLÉN PERALES
Researcher in the period 2008-2009
Ignacio
Rojas Ruiz
Publications by the researcher in collaboration with Ignacio Rojas Ruiz (22)
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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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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Predicting marital dissolutions using Radial Basis Function Neural Networks
2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010
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Predicting marital dissolutions using radial basis function neural networks
Proceedings of the International Joint Conference on Neural Networks
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Prediction of color change after tooth bleaching using fuzzy logic for Vita Classical shades identification
Applied Optics, Vol. 49, Núm. 3, pp. 422-429
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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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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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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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Intelligent system based on genetic programming for atrial fibrillation classification
Applied Artificial Intelligence, Vol. 23, Núm. 10, pp. 895-909
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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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Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems
Neurocomputing, Vol. 72, Núm. 16-18, pp. 3541-3555
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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)
2008
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Hybridization of intelligent techniques and ARIMA models for time series prediction
Fuzzy Sets and Systems, Vol. 159, Núm. 7, pp. 821-845
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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