| Managing imbalanced data sets in multi-label problems: a case study with the SMOTE algorithm AF Giraldo-Forero, JA Jaramillo-Garzón, JF Ruiz-Muñoz, ... Iberoamerican Congress on Pattern Recognition, 334-342, 2013 | 19 | 2013 |
| Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins JA Jaramillo-Garzón, JJ Gallardo-Chacón, CG Castellanos-Domínguez, ... BMC bioinformatics 14 (1), 1-11, 2013 | 12 | 2013 |
| Parameter tuning associated with nonlinear dynamics techniques for the detection of cardiac murmurs by using genetic algorithms E Delgado, J Jaramillo, AF Quiceno, G Castellanos Computers in Cardiology, 2007, 403-406, 2007 | 8 | 2007 |
| Multiobjective optimization-based design of wearable electrocardiogram monitoring systems FJ Martinez-Tabares, JA Jaramillo-Garzón, G Castellanos-Dominguez 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 7 | 2014 |
| Evaluation of Example-Based Measures for Multi-label Classification Performance AF Giraldo-Forero, JA Jaramillo-Garzón, CG Castellanos-Domínguez International Conference on Bioinformatics and Biomedical Engineering, 557-564, 2015 | 6 | 2015 |
| Predictability of protein subcellular locations by pattern recognition techniques JA Jaramillo-Garzón, A Perera-Lluna, CG Castellanos-Domínguez Engineering in Medicine and Biology Society (EMBC), 2010 Annual …, 2010 | 6 | 2010 |
| Deep Convolutional Neural Networks and Power Spectral Density Features for Motor Imagery Classification of EEG Signals AF Pérez-Zapata, AF Cardona-Escobar, JA Jaramillo-Garzón, GM Díaz International Conference on Augmented Cognition, 158-169, 2018 | 5 | 2018 |
| A methodology for the prediction of Embryophyta protein functions using mismatch kernels AF Cardona-Escobar, JC Pineda-Iral, N Guarnizo-Cutiva, ... 2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA …, 2015 | 4 | 2015 |
| Feature extraction by statistical contact potentials and wavelet transform for predicting subcellular localizations in gram negative bacterial proteins GA Arango-Argoty, JA Jaramillo-Garzón, G Castellanos-Domínguez Journal of theoretical biology 364, 121-130, 2015 | 4 | 2015 |
| A comparison of multi-label techniques based on problem transformation for protein functional prediction AF Giraldo-Forero, JA Jaramillo-Garzón, CG Castellanos-Domínguez Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual …, 2013 | 4 | 2013 |
| An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria GA Arango-Argoty, JF Ruiz-Munoz, JA Jaramillo-Garzón, ... Engineering in Medicine and Biology Society (EMBC), 2012 Annual …, 2012 | 4 | 2012 |
| Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification GA Arango-Argoty, JA Jaramillo-Garzón, S Rothlisberger, ... 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 4 | 2011 |
| Machine learning based protein-protein interaction prediction using physical-chemical representations JD Arango-Rodriguez, AF Cardona-Escobar, JA Jaramillo-Garzon, ... 2016 XXI Symposium on Signal Processing, Images and Artificial Vision …, 2016 | 3 | 2016 |
| Prediction of protein-protein interactions through support vector machines JDA Rodrıguez, JA Jaramillo-Garzón, JC Arroyave-Ospina Symposium on Signal Processing, Images and Artificial Vision, 2015 | 3 | 2015 |
| A Methodology for Optimizing the Cost Matrix in Cost Sensitive Learning Models applied to Prediction of Molecular Functions in Embryophyta Plants. S García-López, JA Jaramillo-Garzón, L Duque-Muñoz, ... BIOINFORMATICS, 71-80, 2013 | 3 | 2013 |
| Wrapper and filter metrics for PSO-based class balance applied to protein subcellular localization S García-López, JA Jaramillo-Garzón, JC Higuita-Vásquez, ... BIOINFORMATICS 2012-Proceedings of the International Conference on …, 2012 | 3 | 2012 |
| Variational shape model for lip postures recognition using GA JA Jaramillo, M Orozco, G Castellanos, JC Riano Electronics, Robotics and Automotive Mechanics Conference (CERMA'06) 1, 25-29, 2006 | 3 | 2006 |
| Performance comparison of particle swarm optimization and Cuckoo search for online route planning GD Góez-Sánchez, JA Jaramillo-Garzón, RA Velásquez IEEE Aerospace and Electronic Systems Magazine 33 (10), 40-50, 2018 | 2 | 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, 2017 | 2 | 2017 |
| A comparison of class-balance strategies for SVM in the problem of protein function prediction LR Mercado-Díaz, J Navarro-García, JA Jaramillo-Garzón Signal Processing, Images and Computer Vision (STSIVA), 2015 20th Symposium …, 2015 | 2 | 2015 |
G. Castellanos-DominguezUniversidad Nacional de ColombiaVerified email at unal.edu.co
