David Augusto Cárdenas-Peña

12 papers C 1Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Efficient Multiview Nonlinear Correspondence With Variational GP Mixtures. IEEE Access Juan Pablo Velasquez-Minoli, Juan Jose Giraldo-Gutiérrez, David Augusto Cárdenas-Peña, Álvaro Á. Orozco, Mauricio A. Álvarez, Hernán F. García
2024	—	`conf`	Biogeographic Ancestry Analysis of Microtia Patients in Colombia using Nonlinear Probabilistic Clustering. EMBC Javier A. Sierra-Pineda, Hernán F. García, Gloria Liliana Porras-Hurtado, Álvaro-Ángel Orozco-Gutiérrez, David Augusto Cárdenas-Peña, Daniela V. Luquetti
2024	—	`conf`	Breast Cancer Tissue Classification from Multiple Annotators using Chained Deep Learning Approaches. EMBC Andrés Felipe Valencia-Duque, David Augusto Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Genaro Daza-Santacoloma
2024	—	`conf`	Unsupervised Anomaly Detection by Learning Elastic Transformations Within an Autoencoder Approach. EMBC Andrés Jiménez-García, Hernán F. García, David Augusto Cárdenas-Peña, W. Cárdenas-Bedoya, Gloria Liliana Porras-Hurtado, Álvaro Ángel Orozco-Guitérrez
2023	J	`jnl`	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, Germán Castellanos-Domínguez
2023	C	`conf`	Bayesian Iterative Closest Point for Shape Analysis of Brain Structures. ICPRAM Mauricio Castaño, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Augusto Cárdenas-Peña
2023	J	`jnl`	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
2022	J	`jnl`	Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models. Int. J. Neural Syst. Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, Laura Berrío-Mesa, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutiérrez
2021	—	`conf`	EEG representation approach based on Kernel Canonical Correlation Analysis highlighting discriminative patterns for BCI applications. EMBC Viviana Gómez-Orozco, Cristian Blanco Martínez, David Augusto Cárdenas-Peña, Paula Marcela Herrera-Gómez, Álvaro Ángel Orozco-Guitiérrez
2021	—	`conf`	Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net. IWAIPR Harold Mauricio Díaz-Vargas, Cristian Alfonso Jimenez Castaño, David Augusto Cárdenas-Peña, Oscar David Aguirre-Ospina, Álvaro-Ángel Orozco-Gutierrez
2021	J	`jnl`	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-Ángel Orozco-Gutierrez
2020	J	`jnl`	Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE. Comput. Luis Ariosto Serna Cardona, Hernán Darío Vargas Cardona, Piedad Navarro González, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez