Ricardo Barandela

According to our database, Ricardo Barandela authored at least 18 papers between 1987 and 2005.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2005

Decision boundary preserving prototype selection for nearest neighbor classification.

Ricardo Barandela, Francesc J. Ferri, José Salvador Sánchez

Int. J. Pattern Recognit. Artif. Intell., 2005

Dynamic and Static Weighting in Classifier Fusion.

Rosa Maria Valdovinos, José Salvador Sánchez, Ricardo Barandela

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization.

Ricardo Barandela, J. K. Hernández, José Salvador Sánchez, Francesc J. Ferri

Proceedings of the Artificial Intelligence Research and Development, 2005

2004

The Imbalanced Training Sample Problem: Under or over Sampling?

Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez, Francesc J. Ferri

Proceedings of the Structural, 2004

2003

Analysis of new techniques to obtain quality training sets.

José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo, Jorge Badenas

Pattern Recognit. Lett., 2003

Strategies for learning in class imbalance problems.

Ricardo Barandela, José Salvador Sánchez, Vicente García, E. Rangel

Pattern Recognit., 2003

New Applications of Ensembles of Classifiers.

Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez

Pattern Anal. Appl., 2003

Learning from Imbalanced Sets through Resampling and Weighting.

Ricardo Barandela, José Salvador Sánchez, Vicente García, Francesc J. Ferri

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Restricted Decontamination for the Imbalanced Training Sample Problem.

Ricardo Barandela, E. Rangel, José Salvador Sánchez, Francesc J. Ferri

Proceedings of the Progress in Pattern Recognition, 2003

2002

Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples.

Ricardo Barandela, Francesc J. Ferri, T. Nájera

Proceedings of the Structural, 2002

Fast Hierarchical Clustering Based on Compressed Data.

Eréndira Rendón, Ricardo Barandela

Proceedings of the 16th International Conference on Pattern Recognition, 2002

On Filtering the Training Prototypes in Nearest Neighbour Classification.

José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri

Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001

Correccion de la Muestra para el Aprendizaje del Perceptron Multicapa.

Ricardo Barandela, Eduardo Gasca, Roberto Alejo

Inteligencia Artif., 2001

Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification.

José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo

Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001

Ongoing Learning for Supervised Pattern Recognition.

Ricardo Barandela, Mariela Juárez

Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001

2000

Decontamination of Training Samples for Supervised Pattern Recognition Methods.

Ricardo Barandela, Eduardo Gasca

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Influence of Training Sample Preprocessing in Generalization Accuracy of Multilayer Perceptron.

Eduardo Gasca, Ricardo Barandela

Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

1987

The nearest neighbor rule: an empirical study of its methodological aspects.

Ricardo Barandela

PhD thesis, 1987