Neural networks input selection by using the training set. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IJCNN, 1999)

A comparison between two interval arithmetic learning algorithms. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IJCNN, 1999)

Input selection by multilayer feedforward trained networks. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IJCNN, 1999)

Generalization capability of one and two hidden layers. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IJCNN, 1999)

On the selection of meaningful speech parameters used by a pathologic/non pathologic voice register classifier. - Juan Ignacio Godino-Llorente; Santiago Aguilera-Navarro; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Pedro Gómez-Vilda (EUROSPEECH, 1999)

How to Select the Inputs for a Multilayer Feedforward Network by Using the Training Set. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IWANN (2), 1999)

Optimal Use of a Trained Neural Network for Input Selection. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IWANN (2), 1999)

Influence of weight-decay training in input selection methods. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (ESANN, 2000)

On the Combination of Weight-Decay and Input Selection Methods. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IJCNN (1), 2000)

A Comparison among Weight Initialization Methods for Multilayer Feedforward Networks. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IJCNN (4), 2000)

Diagnosis of Vocal and Voice Disorders by the Speech Signal. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Pedro Gómez-Vilda (IJCNN (4), 2000)

Coding the outputs of multilayer feedforward. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (ESANN, 2001)

Weight initialization methods for multilayer feedforward. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (ESANN, 2001)

Hacia un diseño óptimo de la arquitectura Multilayer Feedforward. - Mercedes Fernández-Redondo (2001)

A new rule extraction algorithm based on interval arithmetic. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Mamen Ortiz-Gómez (ESANN, 2003)

Ensemble Methods for Multilayer Feedforward. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Mamen Ortiz-Gómez (ESANN, 2003)

Inversion of a Neural Network via Interval Arithmetic for Rule Extraction. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Mamen Ortiz-Gómez (ICANN, 2003)

Interval arithmetic inversion: a new rule extraction algorithm. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Mamen Ortiz-Gómez (IJCNN, 2003)

A comparison of ensemble methods for multilayer feedforward networks. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Mamen Ortiz-Gómez (IJCNN, 2003)

Ensemble Methods for Multilayer Feedforward: An Experimental Study. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Mamen Ortiz-Gómez (IWANN (2), 2003)

Rule Extraction from a Multilayer Feedforward Trained Network via Interval Arithmetic Inversion. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Mamen Ortiz-Gómez (IWANN (1), 2003)

An Empirical Comparison of Training Algorithms for Radial Basis Functions. - Mamen Ortiz-Gómez; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IWANN (2), 2003)

Training Radial Basis Functions by Gradient Descent. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa; Mamen Ortiz-Gómez; Joaquín Torres-Sospedra (ICAISC, 2004)

Experiments on Ensembles of Radial Basis Functions. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Joaquín Torres-Sospedra (ICAISC, 2004)

Some Experiments on Training Radial Basis Functions by Gradient Descent. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa; Mamen Ortiz-Gómez; Joaquín Torres-Sospedra (ICONIP, 2004)

Multilayer Feedforward Ensembles for Classification Problems. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa; Joaquín Torres-Sospedra (ICONIP, 2004)

Hyperspectral image classification by ensembles of multilayer feedforward networks. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa; Joaquín Torres-Sospedra (IJCNN, 2004)

Gradient Descent Training of Radial Basis Functions. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa; Mamen Ortiz-Gómez; Joaquín Torres-Sospedra (ISNN (1), 2004)

Classification by Multilayer Feedforward Ensembles. - Mercedes Fernández-Redondo; Carlos Hernández-Espinosa; Joaquín Torres-Sospedra (ISNN (1), 2004)

Ensembles of RBFs Trained by Gradient Descent. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Joaquín Torres-Sospedra (ISNN (1), 2004)

Some Experiments with Ensembles of Neural Networks for Classification of Hyperspectral Images. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Joaquín Torres-Sospedra (ISNN (1), 2004)

Some Experiments on Ensembles of Neural Networks for Hyperspectral Image Classification. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Joaquín Torres-Sospedra (KES, 2004)

First Experiments on Ensembles of Radial Basis Functions. - Carlos Hernández-Espinosa; Mercedes Fernández-Redondo; Joaquín Torres-Sospedra (Multiple Classifier Systems, 2004)

Combination Methods for Ensembles of RBFs. - Carlos Hernández-Espinosa; Joaquín Torres-Sospedra; Mercedes Fernández-Redondo (ICANN (2), 2005)

Combination Methods for Ensembles of MF. - Joaquín Torres-Sospedra; Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (ICANN (2), 2005)

New Results on Ensembles of Multilayer Feedforward. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICANN (2), 2005)

New experiments on ensembles of multilayer feedforward for classification problems. - Carlos Hernández-Espinosa; Joaquín Torres-Sospedra; Mercedes Fernández-Redondo (IJCNN, 2005)

A research on combination methods for ensembles of multilayer feedforward. - Joaquín Torres-Sospedra; Mercedes Fernández-Redondo; Carlos Hernández-Espinosa (IJCNN, 2005)

A comparison of combination methods for ensembles of RBF networks. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IJCNN, 2005)

Ensembles of Multilayer Feedforward: Some New Results. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IWANN, 2005)

An Experimental Study on Training Radial Basis Functions by Gradient Descent. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ANNPR, 2006)

Combining MF Networks: A Comparison Among Statistical Methods and Stacked Generalization. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ANNPR, 2006)

Improving the Expert Networks of a Modular Multi-Net System for Pattern Recognition. - Mercedes Fernández-Redondo; Joaquín Torres-Sospedra; Carlos Hernández-Espinosa (ICANN (1), 2006)

Gradient Descent and Radial Basis Functions. - Mercedes Fernández-Redondo; Joaquín Torres-Sospedra; Carlos Hernández-Espinosa (ICIC (1), 2006)

Improving the Combination Module with a Neural Network. - Carlos Hernández-Espinosa; Joaquín Torres-Sospedra; Mercedes Fernández-Redondo (ICIC (1), 2006)

Improving Adaptive Boosting with k-Cross-Fold Validation. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICIC (1), 2006)

The Mixture of Neural Networks Adapted to Multilayer Feedforward Architecture. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICIC (1), 2006)

Training RBFs Networks: A Comparison Among Supervised and Not Supervised Algorithms. - Mercedes Fernández-Redondo; Joaquín Torres-Sospedra; Carlos Hernández-Espinosa (ICONIP (1), 2006)

Mixture of Neural Networks: Some Experiments with the Multilayer Feedforward Architecture. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICONIP (1), 2006)

Adaptive Boosting: Dividing the Learning Set to Increase the Diversity and Performance of the Ensemble. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICONIP (1), 2006)

Training Radial Basis Functions by Gradient Descent. - Mercedes Fernández-Redondo; Joaquín Torres-Sospedra; Carlos Hernández-Espinosa (IJCNN, 2006)

Designing a Multilayer Feedforward Ensembles with Cross Validated Boosting Algorithm. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IJCNN, 2006)

Designing a New Multilayer Feedforward Modular Network for Classification Problems. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IJCNN, 2006)

Averaged Conservative Boosting: Introducing a New Method to Build Ensembles of Neural Networks. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICANN (1), 2007)

Stacking MF Networks to Combine the Outputs Provided by RBF Networks. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICANN (1), 2007)

Mixing Aveboost and Conserboost to Improve Boosting Methods. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IJCNN, 2007)

Designing a Multilayer Feedforward Ensemble with the Weighted Conservative Boosting Algorithm. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IJCNN, 2007)

Improving Adaptive Boosting with a Relaxed Equation to Update the Sampling Distribution. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IWANN, 2007)

The Mixture of Neural Networks as Ensemble Combiner. - Mercedes Fernández-Redondo; Joaquín Torres-Sospedra; Carlos Hernández-Espinosa (ANNPR, 2008)

Researching on Multi-net Systems Based on Stacked Generalization. - Carlos Hernández-Espinosa; Joaquín Torres-Sospedra; Mercedes Fernández-Redondo (ANNPR, 2008)

Decision Fusion on Boosting Ensembles. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ANNPR, 2008)

Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICANN (1), 2008)

New Results on Combination Methods for Boosting Ensembles. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICANN (1), 2008)

Researching on combining boosting ensembles. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (IJCNN, 2008)

Introducing Reordering Algorithms to Classic Well-Known Ensembles to Improve Their Performance. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICONIP (2), 2011)

Improving Boosting Methods by Generating Specific Training and Validation Sets. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICONIP (2), 2011)

Using Bagging and Cross-Validation to Improve Ensembles Based on Penalty Terms. - Joaquín Torres-Sospedra; Carlos Hernández-Espinosa; Mercedes Fernández-Redondo (ICONIP (2), 2011)