Ricardo Barandela

Publication Activity (10 Years)

Years Active: 2000-2005
Publications (10 Years): 0

Academy of Sciences of the German Democratic Republic, Berlin, Germany (PHD)

Education History

Academy of Sciences of the German Democratic Republic, Berlin, Germany

PHD

Publications

Ricardo Barandela, J. K. Hernández, José Salvador Sánchez, Francesc J. Ferri
Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization. CCIA (2005)
Rosa Maria Valdovinos, José Salvador Sánchez, Ricardo Barandela
Dynamic and Static Weighting in Classifier Fusion. IbPRIA (2) (2005)
Ricardo Barandela, Francesc J. Ferri, José Salvador Sánchez
Decision boundary preserving prototype selection for nearest neighbor classification. Int. J. Pattern Recognit. Artif. Intell. 19 (6) (2005)
Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez, Francesc J. Ferri
The Imbalanced Training Sample Problem: Under or over Sampling? SSPR/SPR (2004)
Ricardo Barandela, E. Rangel, José Salvador Sánchez, Francesc J. Ferri
Restricted Decontamination for the Imbalanced Training Sample Problem. CIARP (2003)
Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez
New Applications of Ensembles of Classifiers. Pattern Anal. Appl. 6 (3) (2003)
José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo, Jorge Badenas
Analysis of new techniques to obtain quality training sets. Pattern Recognit. Lett. 24 (7) (2003)
Ricardo Barandela, José Salvador Sánchez, Vicente García, E. Rangel
Strategies for learning in class imbalance problems. Pattern Recognit. 36 (3) (2003)
Ricardo Barandela, José Salvador Sánchez, Vicente García, Francesc J. Ferri
Learning from Imbalanced Sets through Resampling and Weighting. IbPRIA (2003)
José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri
On Filtering the Training Prototypes in Nearest Neighbour Classification. CCIA (2002)
Ricardo Barandela, Francesc J. Ferri, T. Nájera
Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples. SSPR/SPR (2002)
Eréndira Rendón, Ricardo Barandela
Fast Hierarchical Clustering Based on Compressed Data. ICPR (2) (2002)
Ricardo Barandela, Eduardo Gasca, Roberto Alejo
Correccion de la Muestra para el Aprendizaje del Perceptron Multicapa. Inteligencia Artif. 5 (13) (2001)
José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo
Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification. SIBGRAPI (2001)
Ricardo Barandela, Mariela Juárez
Ongoing Learning for Supervised Pattern Recognition. SIBGRAPI (2001)
Eduardo Gasca, Ricardo Barandela
Influence of Training Sample Preprocessing in Generalization Accuracy of Multilayer Perceptron. SBRN (2000)
Ricardo Barandela, Eduardo Gasca
Decontamination of Training Samples for Supervised Pattern Recognition Methods. SSPR/SPR (2000)

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Publication Activity (10 Years)

Ricardo Barandela