Jorge A. Jaramillo G.
Jorge A. Jaramillo G.
Facultad de ingeniería, Universidad de Caldas
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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, ...
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
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
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
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
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
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