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Jhoan Keider Hoyos-Osorio
Jhoan Keider Hoyos-Osorio
Ph.D student University of Kentucky
Adresse e-mail validée de g.uky.edu
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Relevant information undersampling to support imbalanced data classification
J Hoyos-Osorio, A Alvarez-Meza, G Daza-Santacoloma, ...
Neurocomputing 436, 136-146, 2021
702021
Automatic epileptic seizure prediction based on scalp EEG and ECG signals
K Hoyos-Osorio, J Castañeda-Gonzaiez, G Daza-Santacoloma
2016 XXI Symposium on signal processing, images and artificial vision …, 2016
192016
Predictive model to identify college students with high dropout rates
JK Hoyos Osorio, G Daza Santacoloma
Revista electrónica de investigación educativa 25, 2023
122023
Dime: Maximizing mutual information by a difference of matrix-based entropies
O Skean, JKH Osorio, AJ Brockmeier, LGS Giraldo
arXiv preprint arXiv:2301.08164, 2023
112023
The representation jensen-shannon divergence
JK Hoyos-Osorio, LG Sanchez-Giraldo
arXiv preprint arXiv:2305.16446, 2023
72023
The representation jensen-rényi divergence
JKH Osorio, O Skean, AJ Brockmeier, LGS Giraldo
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
42022
Clustering-based undersampling to support automatic detection of focal cortical dysplasias
K Hoyos-Osorio, AM Álvarez, ÁA Orozco, JI Rios, G Daza-Santacoloma
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2018
32018
Imbalanced data classification using a relevant information-based sampling approach
K Hoyos, J Fernández, B Martinez, Ó Henao, Á Orozco, G Daza
Progress in Artificial Intelligence and Pattern Recognition: 6th …, 2018
12018
Modelo preditivo para identificar estudantes universitários com alto risco de evasão
JK Hoyos Osorio, G Daza Santacoloma
Revista electrónica de investigación educativa 25, 2023
2023
The Representation Jensen-Rényi Divergence
J Keider Hoyos Osorio, O Skean, AJ Brockmeier, ...
arXiv e-prints, arXiv: 2112.01583, 2021
2021
Emotion Recognition with Ensemble Using mRMR-Based Feature Selection
A Valencia-Alzate, J Castañeda-Gonzalez, J Hoyos-Osorio, ...
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
2019
Metodología de clasificación de datos desbalanceados basado en métodos de submuestreo
JK Hoyos Osorio
Pereira: Universidad Tecnológica de Pereira, 2019
2019
Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias
JI Rios, G Daza-Santacoloma
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2018
2018
INFORMATION-THEORETIC LEARNING FRAMEWORK BASED ON COVARIANCE OPERATORS ON REPRODUCING KERNEL HILBERT SPACES
JK Hoyos Osorio
Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach
Á Orozco, G Daza
Progress in Artificial Intelligence and Pattern Recognition, 280, 0
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