Jhoan Keider Hoyos-Osorio

According to our database, Jhoan Keider Hoyos-Osorio authored at least 7 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

The Representation Jensen-Shannon Divergence.

Jhoan Keider Hoyos-Osorio, Luis G. Sánchez Giraldo

CoRR, 2023

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

2022

The Representation Jensen-Rényi Divergence.

Jhoan Keider Hoyos-Osorio, Oscar Skean, Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

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

2018

Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach.

Keider Hoyos, Jorge Fernández, Beatriz Martinez, Óscar Alberto Henao, Álvaro Orozco, Genaro Daza

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

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

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

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

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017