Jorge Alberto Jaramillo-Garzón

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 4

Top Topics

Protein Functional

Imbalanced Data Sets

Convolutional Neural Networks

Top Venues

Publications

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