Browsing by Author "Jaramillo-Garzón J.A."
Now showing items 1-20 of 21
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A comparison of class-balance strategies for SVM in the problem of protein function prediction
Mercado-Díaz L.R.; Navarro-García J.; Jaramillo-Garzón J.A. (2015) -
A methodology for optimizing the cost matrix in cost sensitive learning models applied to prediction of molecular functions in embryophyta plants
García-López S.; Jaramillo-Garzón J.A.; Duque-Muñoz L.; Castellanos-Doḿinguez C.G. (2013) -
A methodology for optimizing the e-value threshold in alignment-based gene ontology prediction using the ROC curve
Burgos-Ocampo R.A.; Giraldo-Forero A.F.; Jaramillo-Garzón J.A.; Castellanos-Dominguez C.G. (2014) -
A methodology for the prediction of Embryophyta protein functions using mismatch kernels
Cardona-Escobar A.F.; Pineda-Iral J.C.; Guarnizo-Cutiva N.; Jaramillo-Garzón J.A. (2015) -
Applicability of semi-supervised learning assumptions for gene ontology terms prediction
Jaramillo-Garzón J.A.; Castellanos-Domínguez C.G.; Perera-Lluna A. (2016) -
Classification of unaligned sequences based on prototype motifs representation
Arango-Argoty G.A.; Jaramillo-Garzón J.A.; Röthlisberger S.; Castellanos-Domínguez C.G. (2011) -
Deep convolutional neural networks and power spectral density features for motor imagery classification of EEG signals
Pérez-Zapata A.F.; Cardona-Escobar A.F.; Jaramillo-Garzón J.A.; Díaz G.M. (2018) -
Dynamic signature for a closed-set identification based on nonlinear analysis
Ahmedt-Aristizábal D.; Delgado-Trejos E.; Vargas-Bonilla J.F.; Jaramillo-Garzón J.A. (2011) -
Efficient hyperparameter optimization in convolutional neural networks by learning curves prediction
Cardona-Escobar A.F.; Giraldo-Forero A.F.; Castro-Ospina A.E.; Jaramillo-Garzón J.A. (2018) -
Evaluation of Kernels Applied in Support Vector Machines in the Data Analysis of Organochlorines Exposure in Study of Biomarkers
Lopera-Rodríguez J.A.; Zuluaga M.; Jaramillo-Garzón J.A. (2020) -
Feature extraction by statistical contact potentials and wavelet transform for predicting subcellular localizations in gram negative bacterial proteins
Arango-Argoty G.A.; Jaramillo-Garzón J.A.; Castellanos-Domínguez G. (2015) -
Localization of superficially buried objects by seismic-acoustic techniques
Ocampo-Hurtado A.; Jaramillo-Garzón J.A.; Aristizábal-Martínez D.A.; Delgado-Trejos E. (2015) -
Managing imbalanced data sets in multi-label problems: A case study with the SMOTE algorithm
Giraldo-Forero A.F.; Jaramillo-Garzón J.A.; Ruiz-Muñoz J.F.; Castellanos-Domínguez C.G. (2013) -
Optimization of cost sensitive models to improve prediction of molecular functions
García-López S.; Jaramillo-Garzón J.A.; Castellanos-Dominguez G. (2014) -
Optimization of cost sensitive models to improve prediction of molecular functions
García-López S.; Jaramillo-Garzón J.A.; Castellanos-Dominguez G. (2014) -
Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins
Jaramillo-Garzón J.A.; Gallardo-Chacón J.J.; Castellanos-Domínguez C.G.; Perera-Lluna A. (2013) -
Predicting molecular functions in plants using wavelet-based motifs
Arango-Argoty G.; Giraldo-Forero A.F.; Jaramillo-Garzón J.A.; Duque-Munõz L.; Castellanos-Dominguez G. (2013) -
Predicting sub-cellular location of proteins based on hierarchical clustering and hidden Markov models
Jaramillo-Garzón J.A.; Castro-Ceballos J.; Castellanos-Dominguez G. (2015) -
Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification
Arango-Argoty G.A.; Jaramillo-Garzón J.A.; Röthlisberger S.; Castellanos-Dominguez C.G. (2011) -
Prediction of protein-protein interactions through support vector machines
Rodríguez J.D.A.; Jaramillo-Garzón J.A.; Arroyave-Ospina J.C. (2015)