J. Horacio Pacheco-Sánchez
According to our database1,
J. Horacio Pacheco-Sánchez
authored at least 10 papers
between 2008 and 2018.
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Bibliography
2018
Int. J. Pattern Recognit. Artif. Intell., 2018
2017
An improved dynamic sampling back-propagation algorithm based on mean square error to face the multi-class imbalance problem.
Neural Comput. Appl., 2017
2015
An Efficient Over-sampling Approach Based on Mean Square Error Back-propagation for Dealing with the Multi-class Imbalance Problem.
Neural Process. Lett., 2015
Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
2014
Empirical Analysis of Assessments Metrics for Multi-class Imbalance Learning on the Back-Propagation Context.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014
2013
A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios.
Pattern Recognit. Lett., 2013
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013
2012
A Modified Back-Propagation Algorithm to Deal with Severe Two-Class Imbalance Problems on Neural Networks.
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.
Proceedings of the Artificial Intelligence Research and Development, 2012
2008
Comparative study of Genetic Algorithms and resampling methods for ensemble constructing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008