David Cárdenas-Peña
Universidad Tecnológica de Pereira
H-index: 10
Latin America-Colombia
Top articles of David Cárdenas-Peña
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Scalable and Interpretable Forecasting of Hydrological Time-Series based on Variational Gaussian Processes | Julián David Pastrana-Cortés Julian Gil-Gonzalez Andrés Marino Álvarez-Meza David Augusto Cárdenas-Peña Álvaro Angel Orozco-Gutiérrez | 2024/4/23 | |
Kreĭn twin support vector machines for imbalanced data classification | Pattern Recognition Letters | C Jimenez-Castaño A Álvarez-Meza D Cárdenas-Peña A Orozco-Gutíerrez J Guerrero-Erazo | 2024/6/1 |
Posthoc interpretability of neural responses by grouping subject motor imagery skills using cnn-based connectivity | Sensors | Diego Fabian Collazos-Huertas Andrés Marino Álvarez-Meza David Augusto Cárdenas-Peña Germán Albeiro Castaño-Duque César Germán Castellanos-Domínguez | 2023/3/2 |
Approximation of Weymouth Equation Using Mathematical Programs with Complementarity Constraints for Natural Gas Transportation | Engineering Proceedings | Cristian Alejandro Blanco-Martínez David Augusto Cardenas-Peña Mauricio Holguín-Londoño Andrés Marino Álvarez-Meza Álvaro Angel Orozco-Gutiérrez | 2023/7/18 |
Imbalanced Classification Krein Spaces Kernel Methods Support Vector Machines | David Augusto and Orozco Gutierrez, Alvaro Angel and Guerrero Erazo, Jhoniers Gilberto, Imbalanced Classification Krein Spaces Kernel Methods Support Vector Machines | Cristian Alfonso Jimenez Castaño Andres Marino Álvarez Meza David Augusto Cardenas Peña Alvaro Angel Orozco Gutierrez Jhoniers Gilberto Guerrero Erazo | 2023 |
Multi-Output Variational Gaussian Process for Daily Forecasting of Hydrological Resources | Engineering Proceedings | Julián David Pastrana-Cortés David Augusto Cardenas-Peña Mauricio Holguín-Londoño Germán Castellanos-Dominguez Álvaro Angel Orozco-Gutiérrez | 2023/7/12 |
Bayesian Iterative Closest Point for Shape Analysis of Brain Structures | Mauricio Castano-Aguirre Hernan F Garcia Alvaro A Orozco Gloria Liliana Porras-Hurtado David A Cárdenas-Pena | 2023 | |
Hippocampus Segmentation using Patch-based Representation and ROC Label Enhancement | Engineering Letters | AD Tobar JC Aguirre DA Cardenas-Pena AM Alvarez-Meza CG Castellanos-Dominguez | 2023/6/1 |
A novel OpenBCI framework for EEG-based neurophysiological experiments | Sensors | Yeison Nolberto Cardona-Álvarez Andrés Marino Álvarez-Meza David Augusto Cárdenas-Peña Germán Albeiro Castaño-Duque German Castellanos-Dominguez | 2023/4/6 |
Brain Shape Correspondence Analysis Using Functional Maps | Jonnatan Arias-Garcia Hernan F Garcia Álvaro A Orozco Gloria Liliana Porras-Hurtado David A Cárdenas-Peña | 2022/10/3 | |
Supported diagnosis of attention deficit and hyperactivity disorder from EEG based on interpretable kernels for hidden Markov models | International journal of neural systems | Maria Camila Maya-Piedrahita Paula Marcela Herrera-Gomez Laura Berrío-Mesa David Augusto Cárdenas-Peña AA Orozco-Gutierrez | 2022/3/7 |
Metodologías de apoyo diagnóstico del TDAH en niños basadas en aprendizaje de maquina y actividad eléctrica cerebral | David Augusto Cárdenas Peña Steven Galindo Noreña Paula Marcela Herrera Gómez Álvaro Ángel Orozco Gutiérrez | 2021 | |
Kernel-based phase transfer entropy with enhanced feature relevance analysis for brain computer interfaces | Applied Sciences | Iván De La Pava Panche Andrés Álvarez-Meza Paula Marcela Herrera Gómez David Cárdenas-Peña Jorge Iván Ríos Patiño | 2021/7/21 |
Random fourier features-based deep learning improvement with class activation interpretability for nerve structure segmentation | Sensors | Cristian Alfonso Jimenez-Castaño Andrés Marino Álvarez-Meza Oscar David Aguirre-Ospina David Augusto Cárdenas-Peña Álvaro Angel Orozco-Gutiérrez | 2021/11/20 |
Tdnn-Based Engine In-Cylinder Pressure Estimation from Shaft Velocity Spectral Representation | Sensors | Andrés F Valencia-Duque David A Cárdenas-Peña Andrés M Álvarez-Meza Álvaro A Orozco-Gutiérrez Héctor F Quintero-Riaza | 2021/3/20 |
Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net | Progress in Artificial Intelligence and Pattern Recognition: 7th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2021, Havana, Cuba, October 5–7, 2021, Proceedings | David Augusto Cárdenas-Pena Oscar David Aguirre-Ospina Alvaro Angel Orozco-Gutierrez | 2021/11/3 |
A space-structure based dissimilarity measure for categorical data | International Journal of Electrical and Computer Engineering (IJECE) | Kevin Alejandro Hernández D Cárdenas Peña Álvaro A Orozco | 2021/2/1 |
EEG representation approach based on Kernel Canonical Correlation Analysis highlighting discriminative patterns for BCI applications | Viviana Gómez-Orozco Cristian Blanco Martínez David Augusto Cárdenas-Peña Paula Marcela Herrera Álvaro Ángel Orozco-Guitiérrez | 2021/11/1 | |
CSP-based discriminative capacity index from EEG supporting ADHD diagnosis | S Galindo-Noreña David Cárdenas-Peña AA Orozco-Gutierrez | 2021/1/18 | |
Estimating Directed Phase-Amplitude Interactions from EEG Data through Kernel-Based Phase Transfer Entropy | Applied Sciences | Iván De La Pava Panche Viviana Gómez-Orozco Andrés Álvarez-Meza David Cárdenas-Peña Álvaro Orozco-Gutiérrez | 2021/10/20 |
Co-Authors
