| 2009 | ESANN | Applying Mutual Information for Prototype or Instance Selection in Regression Problems. | Alberto Guilln, Luis Javier Herrera, Gins Rubio, Hctor Pomares, Amaury Lendasse, Ignacio Rojas |
| 2009 | ICANN | Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. | Alberto Guilln, Antti Sorjamaa, Gins Rubio, Amaury Lendasse, Ignacio Rojas |
| 2009 | ICANN | Strengthening the Forward Variable Selection Stopping Criterion. | Luis Javier Herrera, Gins Rubio, Hctor Pomares, Ben Paechter, Alberto Guilln, Ignacio Rojas |
| 2009 | ICANN | Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guilln |
| 2009 | ISDA | Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. | Alberto Guilln, A. M. Trujillo, Samuel F. Romero, Gins Rubio, Ignacio Rojas Ruiz, Hctor Pomares, Luis Javier Herrera, Jos F. Guilln |
| 2009 | IWANN | Global and Local Modelling in Radial Basis Functions Networks. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Gins Rubio, Jos M. Urquiza |
| 2009 | IWANN | Creation of Specific-to-Problem Kernel Functions for Function Approximation. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Alberto Guilln |
| 2009 | IWANN | Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection. | Jos M. Urquiza, Ignacio Rojas, Hctor Pomares, J. P. Florido, Gins Rubio, Luis Javier Herrera, Jos C. Calvo, Julio Ortega Lopera |
| 2007 | ICANN | On Incorporating Seasonal Information on Recursive Time Series Predictors. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Gins Rubio |
| 2007 | IWANN | Kernel Methods Applied to Time Series Forecasting. | Gins Rubio, Hctor Pomares, Luis Javier Herrera, Ignacio Rojas |
| 2005 | IWANN | A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation. | Gins Rubio, Hctor Pomares |
| 2005 | IWINAC | 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. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Alberto Guilln |