Ginés Rubio

Publication Activity (10 Years)

Years Active: 2005-2011
Publications (10 Years): 0

Publications

Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
Global and local modelling in RBF networks. Neurocomputing 74 (16) (2011)
Alberto Guillén, F. G. del Moral, Luis Javier Herrera, Ginés Rubio, Ignacio Rojas, Olga Valenzuela, Héctor Pomares
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks. Neural Comput. Appl. 19 (3) (2010)
Alberto Guillén, Ginés Rubio, I. Toda, Antonio J. Rivera, Héctor Pomares, Ignacio Rojas Ruiz
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem. Expert Syst. Appl. 37 (6) (2010)
Ginés Rubio, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling. Neurocomputing 73 (10-12) (2010)
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
New method for instance or prototype selection using mutual information in time series prediction. Neurocomputing 73 (10-12) (2010)
José Miguel Urquiza Ortiz, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, Ginés Rubio, J. P. Florido
Prediction of protein-protein interactions in yeast using SVMs with genomics/proteomics information and feature selection. ISCIS (2009)
Alberto Guillén, Antti Sorjamaa, Ginés Rubio, Amaury Lendasse, Ignacio Rojas
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. ICANN (1) (2009)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén
Creation of Specific-to-Problem Kernel Functions for Function Approximation. IWANN (1) (2009)
Ginés Rubio, Alberto Guillén, Héctor Pomares, Ignacio Rojas, Ben Paechter, Peter Glösekötter, C. I. Torres-Ceballos
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. HPCS (2009)
José M. Urquiza, Ignacio Rojas, Héctor Pomares, J. P. Florido, Ginés Rubio, Luis Javier Herrera, José C. Calvo, Julio Ortega Lopera
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection. IWANN (1) (2009)
Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Ben Paechter, Alberto Guillén, Ignacio Rojas
Strengthening the Forward Variable Selection Stopping Criterion. ICANN (2) (2009)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guillén
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. ICANN (2) (2009)
Alberto Guillén, A. M. Trujillo, Samuel F. Romero, Ginés Rubio, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, José F. Guillén
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. ISDA (2009)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
Global and Local Modelling in Radial Basis Functions Networks. IWANN (1) (2009)
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
Applying Mutual Information for Prototype or Instance Selection in Regression Problems. ESANN (2009)
Ginés Rubio, Héctor Pomares, Luis Javier Herrera, Ignacio Rojas
Kernel Methods Applied to Time Series Forecasting. IWANN (2007)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio
On Incorporating Seasonal Information on Recursive Time Series Predictors. ICANN (2) (2007)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Regression in 1D and 2D Cases. IWINAC (2) (2005)
Ginés Rubio, Héctor Pomares
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation. IWANN (2005)