A selective dynamic sampling back-propagation approach for handling the two-class imbalance problem R Alejo, J Monroy-de-Jesús, JH Pacheco-Sánchez, E López-González, ... Applied Sciences 6 (7), 200, 2016 | 19 | 2016 |
An improved dynamic sampling back-propagation algorithm based on mean square error to face the multi-class imbalance problem R Alejo, J Monroy-de-Jesús, JC Ambriz-Polo, JH Pacheco-Sánchez Neural Computing and Applications 28, 2843-2857, 2017 | 12 | 2017 |
Clasificador de plantas medicinales por medio de Deep Learning. J Monroy-de-Jesús, A Reyes-Nava, F Olmos Res. Comput. Sci. 148 (7), 65-78, 2019 | 4 | 2019 |
Algoritmo de aprendizaje eficiente para tratar el problema del desbalance de múltiples clases. J Monroy-de-Jesús, A Guadalupe-Ramírez, JC Ambriz-Polo, ... Res. Comput. Sci. 147 (5), 143-157, 2018 | 2 | 2018 |
Analysing the safe, average and border samples on two-class imbalance problems in the Back-propagation domain R Alejo, J Monroy-de-Jesús, JH Pacheco-Sánchez, RM Valdovinos, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2015 | 1 | 2015 |
Impacto del desbalance de clases (clases poco representadas) en redes neuronales artificiales y otros clasificadores J Monroy-de-Jesús, R Alejo, M Garduño-Aparicio | | |
Heurísticas para mejorar el rendimiento del algoritmo Backpropagation J Monroy-de-Jesús, R Alejo, E Lòpez-Gonzàlez, J Antonio-Velázquez, ... | | |