Ginés Rubio

19 papers B 1C 1Misc 2Journal 5Unranked 10
YearRankTypeTitle / Venue / Authors
2011 J jnl
Global and local modelling in RBF networks.
Neurocomputing
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
2010 J jnl
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem.
Expert Syst. Appl.
Alberto Guillén, Ginés Rubio, I. Toda, Antonio J. Rivera, Héctor Pomares, Ignacio Rojas Ruiz
2010 J jnl
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling.
Neurocomputing
Ginés Rubio, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén
2010 J jnl
New method for instance or prototype selection using mutual information in time series prediction.
Neurocomputing
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
2010 J jnl
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks.
Neural Comput. Appl.
Alberto Guillén, F. G. del Moral, Luis Javier Herrera, Ginés Rubio, Ignacio Rojas, Olga Valenzuela, Héctor Pomares
2009 B conf
Applying Mutual Information for Prototype or Instance Selection in Regression Problems.
ESANN
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
2009 — conf
Creation of Specific-to-Problem Kernel Functions for Function Approximation.
IWANN (1)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén
2009 — conf
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error.
ICANN (2)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guillén
2009 — conf
Global and Local Modelling in Radial Basis Functions Networks.
IWANN (1)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
2009 — conf
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection.
IWANN (1)
José M. Urquiza, Ignacio Rojas, Héctor Pomares, J. P. Florido, Ginés Rubio, Luis Javier Herrera, José C. Calvo, Julio Ortega Lopera
2009 — conf
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems.
ICANN (1)
Alberto Guillén, Antti Sorjamaa, Ginés Rubio, Amaury Lendasse, Ignacio Rojas
2009 — conf
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
Ginés Rubio, Alberto Guillén, Héctor Pomares, Ignacio Rojas, Ben Paechter, Peter Glösekötter, C. I. Torres-Ceballos
2009 — conf
Prediction of protein-protein interactions in yeast using SVMs with genomics/proteomics information and feature selection.
ISCIS
José Miguel Urquiza Ortiz, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, Ginés Rubio, J. P. Florido
2009 C conf
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks.
ISDA
Alberto Guillén, A. M. Trujillo, Samuel F. Romero, Ginés Rubio, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, José F. Guillén
2009 — conf
Strengthening the Forward Variable Selection Stopping Criterion.
ICANN (2)
Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Ben Paechter, Alberto Guillén, Ignacio Rojas
2007 Misc conf
Kernel Methods Applied to Time Series Forecasting.
IWANN
Ginés Rubio, Héctor Pomares, Luis Javier Herrera, Ignacio Rojas
2007 — conf
On Incorporating Seasonal Information on Recursive Time Series Predictors.
ICANN (2)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio
2005 Misc conf
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation.
IWANN
Ginés Rubio, Héctor Pomares
2005 — conf
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)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén