Jorge Alberto Jaramillo-Garzón

18 papers B 1C 1Journal 1Unranked 14
YearRankTypeTitle / Venue / Authors
2018 — conf
Deep Convolutional Neural Networks and Power Spectral Density Features for Motor Imagery Classification of EEG Signals.
HCI (15)
A. F. Pérez-Zapata, Andrés Felipe Cardona-Escobar, Jorge Alberto Jaramillo-Garzón, Gloria M. Díaz
2017 C conf
Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction.
CIARP
Andrés F. Cardona-Escobar, Andrés Felipe Giraldo-Forero, Andrés Eduardo Castro-Ospina, Jorge Alberto Jaramillo-Garzón
2015 — conf
Evaluation of Example-Based Measures for Multi-label Classification Performance.
IWBBIO (1)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
2015 — conf
Predicting Sub-cellular Location of Proteins Based on Hierarchical Clustering and Hidden Markov Models.
IWBBIO (2)
Jorge Alberto Jaramillo-Garzón, Jacobo Castro-Ceballos, Germán Castellanos-Domínguez
2014 — conf
Multiobjective optimization-based design of wearable electrocardiogram monitoring systems.
EMBC
Fernando J. Martínez Tabares, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez
2013 — conf
A Methodology for Optimizing the Cost Matrix in Cost Sensitive Learning Models applied to Prediction of Molecular Functions in Embryophyta Plants.
BIOINFORMATICS
Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, César Germán Castellanos-Domínguez
2013 — conf
A comparison of multi-label techniques based on problem transformation for protein functional prediction.
EMBC
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
2013 — conf
Contact potentials via wavelet transform for prediction of subcellular localizations in gram negative bacterial proteins.
EMBC
G. A. Arango-Argoty, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
2013 — conf
Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm.
CIARP (1)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, José Francisco Ruiz-Muñoz, César Germán Castellanos-Domínguez
2013 — conf
Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions.
BIOSTEC (Selected Papers)
Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez
2013 J jnl
Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins.
BMC Bioinform.
Jorge Alberto Jaramillo-Garzón, Joan-Josep Gallardo-Chacón, César Germán Castellanos-Domínguez, Alexandre Perera-Lluna
2013 — conf
Predicting Molecular Functions in Plants using Wavelet-based Motifs.
BIOINFORMATICS
G. A. Arango-Argoty, Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, Germán Castellanos-Domínguez
2013 — —
Protein function prediction with semi-supervised classification based on evolutionary multi-objective optimization
Jorge Alberto Jaramillo-Garzón
2012 — conf
An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria.
EMBC
Gustavo A. Arango-Argoty, José Francisco Ruiz-Muñoz, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
2012 — conf
Improving the prediction of sub-cellular locations of proteins with a particle swarm optimization-based boosting strategy.
EMBC
Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Germán Castellanos-Domínguez
2012 — conf
Wrapper and Filter Metrics for PSO-based Class Balance Applied to Protein Subcellular Localization.
BIOINFORMATICS
Sebastian García-López, Jorge Alberto Jaramillo-Garzón, J. C. Higuita-Vásquez, César Germán Castellanos-Domínguez
2011 B conf
Dynamic signature for a closed-set identification based on nonlinear analysis.
IJCB
David Ahmedt-Aristizabal, Edilson Delgado-Trejos, Jesús Francisco Vargas-Bonilla, Jorge Alberto Jaramillo-Garzón
2011 — conf
Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification.
EMBC
G. A. Arango-Argoty, Jorge Alberto Jaramillo-Garzón, Sarah Röthlisberger, César Germán Castellanos-Domínguez