J. H. Pacheco-Sanchez

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 1

Top Topics

Imbalanced Datasets

Class Imbalance

Top Venues

Neural Comput. Appl.

Pattern Recognit. Lett.

Publications

Roberto Alejo, Juan Monroy-de-Jesús, Juan Carlos Ambriz-Polo, J. H. Pacheco-Sanchez
An improved dynamic sampling back-propagation algorithm based on mean square error to face the multi-class imbalance problem. Neural Comput. Appl. 28 (10) (2017)
Roberto Alejo, Rosa Maria Valdovinos, Vicente García, J. H. Pacheco-Sanchez
A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios. Pattern Recognit. Lett. 34 (4) (2013)
Roberto Alejo, J. A. Antonio, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez
Assessments Metrics for Multi-class Imbalance Learning: A Preliminary Study. MCPR (2013)
Roberto Alejo, P. Toribio, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez
A Modified Back-Propagation Algorithm to Deal with Severe Two-Class Imbalance Problems on Neural Networks. MCPR (2012)
P. Toribio, Roberto Alejo, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez
Using Gabriel graphs in Borderline-SMOTE to deal with severe two-class imbalance problems on neural networks. CCIA (2012)
R. I. Diaz, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez
Comparative study of Genetic Algorithms and resampling methods for ensemble constructing. IEEE Congress on Evolutionary Computation (2008)