Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification. - G. A. Arango-Argoty; Jorge Alberto Jaramillo-Garzón; Sarah Röthlisberger; César Germán Castellanos-Domínguez (EMBC, 2011)

Dynamic signature for a closed-set identification based on nonlinear analysis. - David Ahmedt-Aristizabal; Edilson Delgado-Trejos; Jesús Francisco Vargas-Bonilla; Jorge Alberto Jaramillo-Garzón (IJCB, 2011)

Wrapper and Filter Metrics for PSO-based Class Balance Applied to Protein Subcellular Localization. - Sebastian García-López; Jorge Alberto Jaramillo-Garzón; J. C. Higuita-Vásquez; César Germán Castellanos-Domínguez (BIOINFORMATICS, 2012)

An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria. - Gustavo A. Arango-Argoty; José Francisco Ruiz-Muñoz; Jorge Alberto Jaramillo-Garzón; César Germán Castellanos-Domínguez (EMBC, 2012)

Improving the prediction of sub-cellular locations of proteins with a particle swarm optimization-based boosting strategy. - Sebastian García-López; Jorge Alberto Jaramillo-Garzón; Germán Castellanos-Domínguez (EMBC, 2012)

Predicting Molecular Functions in Plants using Wavelet-based Motifs. - G. A. Arango-Argoty; Andrés Felipe Giraldo-Forero; Jorge Alberto Jaramillo-Garzón; Leonardo Duque-Muñoz; Germán Castellanos-Domínguez (BIOINFORMATICS, 2013)

Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions. - Sebastian García-López; Jorge Alberto Jaramillo-Garzón; Germán Castellanos-Domínguez (BIOSTEC (Selected Papers), 2013)

A Methodology for Optimizing the Cost Matrix in Cost Sensitive Learning Models applied to Prediction of Molecular Functions in Embryophyta Plants. - Sebastian García-López; Jorge Alberto Jaramillo-Garzón; Leonardo Duque-Muñoz; César Germán Castellanos-Domínguez (BIOINFORMATICS, 2013)

Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm. - Andrés Felipe Giraldo-Forero; Jorge Alberto Jaramillo-Garzón; José Francisco Ruiz-Muñoz; César Germán Castellanos-Domínguez (CIARP (1), 2013)

Contact potentials via wavelet transform for prediction of subcellular localizations in gram negative bacterial proteins. - G. A. Arango-Argoty; Jorge Alberto Jaramillo-Garzón; César Germán Castellanos-Domínguez (EMBC, 2013)

A comparison of multi-label techniques based on problem transformation for protein functional prediction. - Andrés Felipe Giraldo-Forero; Jorge Alberto Jaramillo-Garzón; César Germán Castellanos-Domínguez (EMBC, 2013)

Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins. - Jorge Alberto Jaramillo-Garzón; Joan-Josep Gallardo-Chacón; César Germán Castellanos-Domínguez; Alexandre Perera-Lluna (BMC Bioinform., 2013)

Protein function prediction with semi-supervised classification based on evolutionary multi-objective optimization - Jorge Alberto Jaramillo-Garzón (2013)

Multiobjective optimization-based design of wearable electrocardiogram monitoring systems. - Fernando J. Martínez Tabares; Jorge Alberto Jaramillo-Garzón; Germán Castellanos-Domínguez (EMBC, 2014)

Evaluation of Example-Based Measures for Multi-label Classification Performance. - Andrés Felipe Giraldo-Forero; Jorge Alberto Jaramillo-Garzón; César Germán Castellanos-Domínguez (IWBBIO (1), 2015)

Predicting Sub-cellular Location of Proteins Based on Hierarchical Clustering and Hidden Markov Models. - Jorge Alberto Jaramillo-Garzón; Jacobo Castro-Ceballos; Germán Castellanos-Domínguez (IWBBIO (2), 2015)

Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction. - Andrés F. Cardona-Escobar; Andrés Felipe Giraldo-Forero; Andrés Eduardo Castro-Ospina; Jorge Alberto Jaramillo-Garzón (CIARP, 2017)

Deep Convolutional Neural Networks and Power Spectral Density Features for Motor Imagery Classification of EEG Signals. - A. F. Pérez-Zapata; Andrés Felipe Cardona-Escobar; Jorge Alberto Jaramillo-Garzón; Gloria M. Díaz (HCI (15), 2018)