| Relevant information undersampling to support imbalanced data classification J Hoyos-Osorio, A Alvarez-Meza, G Daza-Santacoloma, ... Neurocomputing 436, 136-146, 2021 | 71 | 2021 |
| 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 | 19 | 2016 |
| Predictive model to identify college students with high dropout rates JK Hoyos Osorio, G Daza Santacoloma Revista electrónica de investigación educativa 25, 2023 | 12 | 2023 |
| 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 | 11 | 2023 |
| The representation jensen-shannon divergence JK Hoyos-Osorio, LG Sanchez-Giraldo arXiv preprint arXiv:2305.16446, 2023 | 7 | 2023 |
| The representation jensen-rényi divergence JKH Osorio, O Skean, AJ Brockmeier, LGS Giraldo ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 4 | 2022 |
| 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 | 3 | 2018 |
| 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 | 1 | 2018 |
| 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 | | |
Genaro Daza-SantacolomaUniversidad Tecnológica de PereiraVerified email at utp.edu.co