| Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge EE Bron, M Smits, WM Van Der Flier, H Vrenken, F Barkhof, P Scheltens, ... NeuroImage 111, 562-579, 2015 | 383 | 2015 |
| Relevant information undersampling to support imbalanced data classification J Hoyos-Osorio, A Alvarez-Meza, G Daza-Santacoloma, ... Neurocomputing 436, 136-146, 2021 | 70 | 2021 |
| Time-series discrimination using feature relevance analysis in motor imagery classification AM Álvarez-Meza, LF Velasquez-Martinez, G Castellanos-Dominguez Neurocomputing 151, 122-129, 2015 | 59 | 2015 |
| Global and local choice of the number of nearest neighbors in locally linear embedding A Álvarez-Meza, J Valencia-Aguirre, G Daza-Santacoloma, ... Pattern Recognition Letters 32 (16), 2171-2177, 2011 | 56 | 2011 |
| Automatic selection of acoustic and non-linear dynamic features in voice signals for hypernasality detection JR Orozco-Arroyave, S Murillo-Rendón, AM Álvarez-Meza, ... Twelfth Annual Conference of the International Speech Communication Association, 2011 | 52 | 2011 |
| Unsupervised kernel function building using maximization of information potential variability AM Álvarez-Meza, D Cárdenas-Peña, G Castellanos-Dominguez Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2014 | 43 | 2014 |
| Enhanced automatic twin support vector machine for imbalanced data classification C Jimenez-Castano, A Alvarez-Meza, A Orozco-Gutierrez Pattern recognition 107, 107442, 2020 | 42 | 2020 |
| CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification DF Collazos-Huertas, AM Álvarez-Meza, CD Acosta-Medina, ... Brain Informatics 7 (1), 8, 2020 | 31 | 2020 |
| Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity AM Álvarez-Meza, JA Lee, M Verleysen, G Castellanos-Dominguez Neurocomputing 222, 36-46, 2017 | 29 | 2017 |
| A data-driven measure of effective connectivity based on Renyi's α-entropy I De La Pava Panche, AM Alvarez-Meza, A Orozco-Gutierrez Frontiers in neuroscience 13, 1277, 2019 | 26 | 2019 |
| Kernel-based relevance analysis with enhanced interpretability for detection of brain activity patterns AM Alvarez-Meza, A Orozco-Gutierrez, G Castellanos-Dominguez Frontiers in neuroscience 11, 550, 2017 | 24 | 2017 |
| Motor imagery classification for BCI using common spatial patterns and feature relevance analysis LF Velásquez-Martínez, AM Álvarez-Meza, CG Castellanos-Domínguez Natural and Artificial Computation in Engineering and Medical Applications …, 2013 | 22 | 2013 |
| Kernel based hand gesture recognition using kinect sensor D Ramirez-Giraldo, S Molina-Giraldo, AM Álvarez-Meza, ... 2012 XVII Symposium of image, signal processing, and artificial vision …, 2012 | 22 | 2012 |
| Automatic choice of the number of nearest neighbors in locally linear embedding J Valencia-Aguirre, A Álvarez-Mesa, G Daza-Santacoloma, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2009 | 22 | 2009 |
| Motor imagery classification using feature relevance analysis: An Emotiv-based BCI system J Hurtado-Rincon, S Rojas-Jaramillo, Y Ricardo-Cespedes, ... 2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014 | 21 | 2014 |
| Automatic Singular Spectrum Analysis for Time-Series Decomposition. AM Álvarez-Meza, CD Acosta-Medina, G Castellanos-Domínguez ESANN, 2013 | 21 | 2013 |
| Parameter selection in least squares-support vector machines regression oriented, using generalized cross-validation AM Alvarez Meza, G Daza Santacoloma, CD Acosta Medina, ... Dyna 79 (171), 23-30, 2012 | 20 | 2012 |
| Single-trial kernel-based functional connectivity for enhanced feature extraction in motor-related tasks DG García-Murillo, A Alvarez-Meza, G Castellanos-Dominguez Sensors 21 (8), 2750, 2021 | 19 | 2021 |
| Bearing health monitoring using relief-F-based feature relevance analysis and HMM JA Hernández-Muriel, JB Bermeo-Ulloa, M Holguin-Londoño, ... Applied Sciences 10 (15), 5170, 2020 | 19 | 2020 |
| Learning from multiple annotators using kernel alignment J Gil-Gonzalez, A Alvarez-Meza, A Orozco-Gutierrez Pattern Recognition Letters 116, 150-156, 2018 | 19 | 2018 |
G. Castellanos-DominguezUniversidad Nacional de ColombiaAdresse e-mail validée de unal.edu.co