Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain. - Roberto Alejo; Juan Monroy-de-Jesús; J. Horacio Pacheco-Sánchez; Rosa Maria Valdovinos; Juan Alberto Antonio Velázquez; José Raymundo Marcial-Romero (CIARP, 2015)

An improved dynamic sampling back-propagation algorithm based on mean square error to face the multi-class imbalance problem. - Roberto Alejo; Juan Monroy-de-Jesús; Juan Carlos Ambriz-Polo; J. H. Pacheco-Sanchez (Neural Comput. Appl., 2017)

Algoritmo de aprendizaje eficiente para tratar el problema del desbalance de múltiples clases. - Juan Monroy-de-Jesús; A. Guadalupe-Ramírez; Juan Carlos Ambriz-Polo; E. López-González (Res. Comput. Sci., 2018)

Clasificador de plantas medicinales por medio de Deep Learning. - Juan Monroy-de-Jesús; Adriana Reyes-Nava; Fernando Olmos (Res. Comput. Sci., 2019)