P. Toribio

According to our database, P. Toribio authored at least 5 papers between 2008 and 2012.

Collaborative distances:

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

2012

A Modified Back-Propagation Algorithm to Deal with Severe Two-Class Imbalance Problems on Neural Networks.

Roberto Alejo, P. Toribio, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez

Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012

Using Gabriel graphs in Borderline-SMOTE to deal with severe two-class imbalance problems on neural networks.

P. Toribio, Roberto Alejo, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez

Proceedings of the Artificial Intelligence Research and Development, 2012

2011

Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context.

Roberto Alejo, P. Toribio, José Martínez Sotoca, Rosa Maria Valdovinos, Eduardo Gasca

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010

Edited Nearest Neighbor Rule for Improving Neural Networks Classifications.

Roberto Alejo, José Martínez Sotoca, Rosa Maria Valdovinos, P. Toribio

Proceedings of the Advances in Neural Networks, 2010

2008

Análisis del error en redes neuronales artificiales: Distribuciones no balanceadas.

Roberto Alejo, P. Toribio, F. García

Res. Comput. Sci., 2008