Speckle Noise Reduction in Ultrasound Images for Improving the Metrological Evaluation of Biomedical Applications: An Overview CA Duarte-Salazar, AE Castro-Ospina, MA Becerra, E Delgado-Trejos IEEE Access 8, 15983-15999, 2020 | 51 | 2020 |
Kernel-based framework for spectral dimensionality reduction and clustering formulation: A theoretical study X Blanco-Valencia, MA Becerra, AE Castro-Ospina, M Ortega-Adarme, ... | 39 | 2017 |
Feature extraction schemes for BCI systems L Vega-Escobar, AE Castro-Ospina, L Duque-Muñoz Signal Processing, Images and Computer Vision (STSIVA), 2015 20th Symposium …, 2015 | 32 | 2015 |
Odor Pleasantness Classification from Electroencephalographic Signals and Emotional States L Serna-Guarın, AE Castro-Ospina, D Marin-Castrillón, ... Advances in Computing 885, 128, 2018 | 19* | 2018 |
Information Quality Assessment for Data Fusion Systems MA Becerra, C Tobón, AE Castro-Ospina, DH Peluffo-Ordóñez Data 6 (6), 60, 2021 | 18 | 2021 |
Voice pathology detection using artificial neural networks and support vector machines powered by a multicriteria optimization algorithm HJ Areiza-Laverde, AE Castro-Ospina, DH Peluffo-Ordóñez Applied Computer Sciences in Engineering: 5th Workshop on Engineering …, 2018 | 17 | 2018 |
Multiple kernel learning for spectral dimensionality reduction DH Peluffo-Ordóñez, AE Castro-Ospina, JC Alvarado-Pérez, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2015 | 12 | 2015 |
Electroencephalographic signals and emotional states for tactile pleasantness classification MA Becerra, E Londoño-Delgado, SM Pelaez-Becerra, AE Castro-Ospina, ... Progress in Artificial Intelligence and Pattern Recognition: 6th …, 2018 | 11 | 2018 |
DWT-based feature extraction for motor imagery classification L Vega-Escobar, AE Castro-Ospina, L Duque-Munoz IET Digital Library, 2015 | 11 | 2015 |
Clasificación automática de las vocales en el lenguaje de señas colombiano DJ Botina-Monsalve, MA Domínguez-Vásquez, CA Madrigal-González, ... TecnoLógicas 21 (41), 103-114, 2018 | 10* | 2018 |
Optimization of the university transportation by contraction hierarchies method and clustering algorithms ID Herrera-Granda, LL Lorente-Leyva, DH Peluffo-Ordóñez, ... Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018 | 9 | 2018 |
Developments on solutions of the normalized-cut-clustering problem without eigenvectors LL Lorente-Leyva, ID Herrera-Granda, PD Rosero-Montalvo, ... Advances in Neural Networks–ISNN 2018: 15th International Symposium on …, 2018 | 9 | 2018 |
Case-based reasoning systems for medical applications with improved adaptation and recovery stages X Blanco Valencia, D Bastidas Torres, C Piñeros Rodriguez, ... Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018 | 8 | 2018 |
Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering AE Castro-Ospina, C Castro-Hoyos, D Peluffo-Ordonez, ... 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 8 | 2013 |
Feature extraction based on time-singularity multifractal spectrum distribution in intracardiac atrial fibrillation signals RD Urda-Benitez, AE Castro-Ospina, A Orozco-Duque TecnoLógicas 20 (40), 97-111, 2017 | 7 | 2017 |
A Novel Method for Objective Selection of Information Sources Using Multi-Kernel SVM and Local Scaling HJ Areiza-Laverde, AE Castro-Ospina, ML Hernández, GM Díaz Sensors 20 (14), 3919, 2020 | 6 | 2020 |
Feature Group Selection Using MKL Penalized with -norm and SVM as Base Learner HJ Areiza-Laverde, GM Díaz, AE Castro-Ospina Applied Computer Sciences in Engineering: 5th Workshop on Engineering …, 2018 | 6 | 2018 |
Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction AF Cardona-Escobar, AF Giraldo-Forero, AE Castro-Ospina, ... Iberoamerican Congress on Pattern Recognition, 143-151, 2018 | 6 | 2018 |
A kernel-based representation to support 3d mri unsupervised clustering D Cardenas-Pena, M Orbes-Arteaga, A Castro-Ospina, A Alvarez-Meza, ... 2014 22nd International Conference on Pattern Recognition (ICPR), 3203-3208, 2014 | 6 | 2014 |
Cardiac pulse modeling using a modified van der pol oscillator and genetic algorithms FM Lopez-Chamorro, AF Arciniegas-Mejia, DE Imbajoa-Ruiz, ... Bioinformatics and Biomedical Engineering: 6th International Work-Conference …, 2018 | 5 | 2018 |