J. Horacio Pacheco-Sánchez
According to our database1,
J. Horacio Pacheco-Sánchez authored at least 11 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
Characterization and Optimization of Usage Conditions of a Chemico-Mechanical Muscle Applicable to Medical Robotics.
Res. Comput. Sci., 2008
Comparative study of Genetic Algorithms and resampling methods for ensemble constructing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008