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J. Horacio Pacheco-Sánchez

J. H. Pacheco-Sanchez

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2010 – 2019

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2018
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J. Horacio Pacheco-Sánchez, R. D. Vera-Torres, Roberto Alejo Eleuterio:
Bayesian Learning on Discrete Systems of Two Classes. Int. J. Pattern Recognit. Artif. Intell. 32(1): 1860013:1-1860013:28 (2018)
2017
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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): 2843-2857 (2017)
2015
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Roberto Alejo, Vicente García, J. Horacio Pacheco-Sánchez:
An Efficient Over-sampling Approach Based on Mean Square Error Back-propagation for Dealing with the Multi-class Imbalance Problem. Neural Process. Lett. 42(3): 603-617 (2015)
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Roberto Alejo, Juan Monroy-de-Jesús, J. Horacio Pacheco-Sánchez, Rosa Maria Valdovinos, Juan Alberto Antonio Velázquez, José Raymundo Marcial-Romero:
Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain. CIARP 2015: 699-707
2014
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Juan Pablo Sánchez-Crisostomo, Roberto Alejo, Erika López-González, Rosa Maria Valdovinos, J. Horacio Pacheco-Sánchez:
Empirical Analysis of Assessments Metrics for Multi-class Imbalance Learning on the Back-Propagation Context. ICSI (2) 2014: 17-23
2013
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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): 380-388 (2013)
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Roberto Alejo, J. A. Antonio, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez:
Assessments Metrics for Multi-class Imbalance Learning: A Preliminary Study. MCPR 2013: 335-343
2012
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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: 29-36
[c2]
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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: 265-272

2000 – 2009

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2008
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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: 4179-4183

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