The nearest neighbor rule: an empirical study of its methodological aspects. - Ricardo Barandela (1987)

Influence of Training Sample Preprocessing in Generalization Accuracy of Multilayer Perceptron. - Eduardo Gasca; Ricardo Barandela (SBRN, 2000)

Decontamination of Training Samples for Supervised Pattern Recognition Methods. - Ricardo Barandela; Eduardo Gasca (SSPR/SPR, 2000)

Ongoing Learning for Supervised Pattern Recognition. - Ricardo Barandela; Mariela Juárez (SIBGRAPI, 2001)

Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification. - José Salvador Sánchez 001; Ricardo Barandela; A. I. Marqués; Roberto Alejo (SIBGRAPI, 2001)

Correccion de la Muestra para el Aprendizaje del Perceptron Multicapa. - Ricardo Barandela; Eduardo Gasca; Roberto Alejo (Inteligencia Artif., 2001)

On Filtering the Training Prototypes in Nearest Neighbour Classification. - José Salvador Sánchez 001; Ricardo Barandela; Francesc J. Ferri (CCIA, 2002)

Fast Hierarchical Clustering Based on Compressed Data. - Eréndira Rendón; Ricardo Barandela (ICPR (2), 2002)

Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples. - Ricardo Barandela; Francesc J. Ferri; T. Nájera (SSPR/SPR, 2002)

Restricted Decontamination for the Imbalanced Training Sample Problem. - Ricardo Barandela; E. Rangel; José Salvador Sánchez 001; Francesc J. Ferri (CIARP, 2003)

Learning from Imbalanced Sets through Resampling and Weighting. - Ricardo Barandela; José Salvador Sánchez 001; Vicente García 001; Francesc J. Ferri (IbPRIA, 2003)

New Applications of Ensembles of Classifiers. - Ricardo Barandela; Rosa Maria Valdovinos; José Salvador Sánchez 001 (Pattern Anal. Appl., 2003)

Strategies for learning in class imbalance problems. - Ricardo Barandela; José Salvador Sánchez 001; Vicente García 001; E. Rangel (Pattern Recognit., 2003)

Analysis of new techniques to obtain quality training sets. - José Salvador Sánchez 001; Ricardo Barandela; A. I. Marqués; Roberto Alejo; Jorge Badenas (Pattern Recognit. Lett., 2003)

The Imbalanced Training Sample Problem: Under or over Sampling? - Ricardo Barandela; Rosa Maria Valdovinos; José Salvador Sánchez 001; Francesc J. Ferri (SSPR/SPR, 2004)

Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization. - Ricardo Barandela; J. K. Hernández; José Salvador Sánchez 001; Francesc J. Ferri (CCIA, 2005)

Dynamic and Static Weighting in Classifier Fusion. - Rosa Maria Valdovinos; José Salvador Sánchez 001; Ricardo Barandela (IbPRIA (2), 2005)

Decision boundary preserving prototype selection for nearest neighbor classification. - Ricardo Barandela; Francesc J. Ferri; José Salvador Sánchez 001 (Int. J. Pattern Recognit. Artif. Intell., 2005)