Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias. - Keider Hoyos-Osorio; Andrés M. Álvarez; Álvaro Á. Orozco; Jorge I. Ríos; Genaro Daza-Santacoloma (CIARP, 2017)

Emotion Recognition with Ensemble Using mRMR-Based Feature Selection. - A. Valencia-Alzate; J. Castañeda-Gonzalez; J. Hoyos-Osorio; Genaro Daza-Santacoloma; Álvaro Ángel Orozco-Guitiérrez (CIARP, 2018)

Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach. - Keider Hoyos; Jorge Fernández 005; Beatriz Martinez; Óscar Alberto Henao; Álvaro Orozco; Genaro Daza (IWAIPR, 2018)

Relevant information undersampling to support imbalanced data classification. - J. Hoyos-Osorio; A. Álvarez-Meza; Genaro Daza-Santacoloma; Álvaro-Ángel Orozco-Gutierrez; Germán Castellanos-Domínguez (Neurocomputing, 2021)

The Representation Jensen-Rényi Divergence. - Jhoan Keider Hoyos-Osorio; Oscar Skean; Austin J. Brockmeier; Luis Gonzalo Sánchez Giraldo (ICASSP, 2022)

DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies. - Oscar Skean; Jhoan Keider Hoyos-Osorio; Austin J. Brockmeier; Luis Gonzalo Sánchez Giraldo (CoRR, 2023)

The Representation Jensen-Shannon Divergence. - Jhoan Keider Hoyos-Osorio; Luis G. Sánchez Giraldo (CoRR, 2023)