| Centered kernel alignment enhancing neural network pretraining for MRI-based dementia diagnosis D Cárdenas-Peña, D Collazos-Huertas, G Castellanos-Dominguez Computational and mathematical methods in medicine 2016, 2016 | 30 | 2016 |
| 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 | 27 | 2020 |
| Instance-based representation using multiple kernel learning for predicting conversion to Alzheimer disease D Collazos-Huertas, D Cárdenas-Peña, G Castellanos-Dominguez International journal of neural systems 29 (02), 1850042, 2019 | 25 | 2019 |
| Enhanced multiple instance representation using time-frequency atoms in motor imagery classification D Collazos-Huertas, J Caicedo-Acosta, GA Castaño-Duque, ... Frontiers in neuroscience 14, 155, 2020 | 17 | 2020 |
| Enhanced data representation by kernel metric learning for dementia diagnosis D Cárdenas-Peña, D Collazos-Huertas, G Castellanos-Dominguez Frontiers in neuroscience 11, 278200, 2017 | 11 | 2017 |
| Multiple-instance lasso regularization via embedded instance selection for emotion recognition J Caicedo-Acosta, D Cárdenas-Peña, D Collazos-Huertas, ... International Work-Conference on the Interplay Between Natural and …, 2019 | 9 | 2019 |
| Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks DF Collazos-Huertas, AM Álvarez-Meza, G Castellanos-Dominguez Biomedical Signal Processing and Control 68, 102626, 2021 | 7 | 2021 |
| Supervised kernel approach for automated learning using General Stochastic Networks D Cárdenas-Peña, D Collazos-Huertas, A Álvarez-Meza, ... Engineering Applications of Artificial Intelligence 68, 10-17, 2018 | 7 | 2018 |
| Deep and wide transfer learning with kernel matching for pooling data from electroencephalography and psychological questionnaires DF Collazos-Huertas, LF Velasquez-Martinez, HD Perez-Nastar, ... Sensors 21 (15), 5105, 2021 | 6 | 2021 |
| Image-based learning using gradient class activation maps for enhanced physiological interpretability of motor imagery skills DF Collazos-Huertas, AM Álvarez-Meza, G Castellanos-Dominguez Applied Sciences 12 (3), 1695, 2022 | 5 | 2022 |
| Image-based animal recognition based on transfer learning DFC Huertas, GSG Gómez, AMÁ Meza Scientia et Technica 26 (03), 406-411, 2021 | 3 | 2021 |
| MRI-based feature extraction using supervised general stochastic networks in dementia diagnosis D Collazos-Huertas, A Tobar-Rodriguez, D Cárdenas-Peña, ... Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017 | 3 | 2017 |
| Posthoc interpretability of neural responses by grouping subject motor imagery skills using cnn-based connectivity DF Collazos-Huertas, AM Álvarez-Meza, DA Cárdenas-Peña, ... Sensors 23 (5), 2750, 2023 | 2 | 2023 |
| Deep Learning Semantic Segmentation of Feet Using Infrared Thermal Images R Mejia-Zuluaga, JC Aguirre-Arango, D Collazos-Huertas, ... Ibero-American Conference on Artificial Intelligence, 342-352, 2022 | 1 | 2022 |
| Kernel-Based Feature Relevance Analysis for ECG Beat Classification DF Collazos-Huertas, AM Álvarez-Meza, N Gaviria-Gómez, ... Pattern Recognition and Image Analysis: 7th Iberian Conference, IbPRIA 2015 …, 2015 | 1 | 2015 |
| Deep Learning Semantic Segmentation of Feet Using Infrared Thermal Images D Collazos-Huertas, M Calderón-Marulanda, J Daza-Castillo, ... Advances in Artificial Intelligence–IBERAMIA 2022: 17th Ibero-American …, 2023 | | 2023 |
| CNN-based Framework using Spatial Dropping for Enhanced Interpretation of Neural Activity in Motor Imagery Classification DFC Huertas, AMA Meza, GC Dominguez | | 2020 |
| Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers D Collazos-Huertas, D Cárdenas-Peña, G Castellanos-Dominguez Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019 | | 2019 |
| Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning D Collazos-Huertas, D Cárdenas-Peña, G Castellanos-Dominguez Progress in Artificial Intelligence and Pattern Recognition: 6th …, 2018 | | 2018 |
| Research Article Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis D Cárdenas-Peña, D Collazos-Huertas, G Castellanos-Dominguez | | 2016 |
G. Castellanos-DominguezUniversidad Nacional de ColombiaDirección de correo verificada de unal.edu.co
