Browsing by Author "Castellanos-Dominguez G."

A channel selection method for EEG classification based on exponentially damped sinusoidal model and stochastic relevance analysis

Duque L.M.; Guerrero-Mosquera C.; Castellanos-Dominguez G. (2013)

A strategy for classifying imbalanced data sets based on particle swarm optimization

Ceballes-Serrano C.C.; Garcia-Lopez S.; Jaramillo-Garzon J.A.; Castellanos-Dominguez G. (2012)

Currently, there is a number of tools which allow analyzing information-based behavioral patterns; in the specific case of this article, the analysis of tendencies will be highlighted not only as a tool to predict the ...

Assessment of source connectivity for emotional states discrimination

Martinez-Vargas J.D.; Nieto-Mora D.A.; Muñoz-Gutiérrez P.A.; Cespedes-Villar Y.R.; Giraldo E.; Castellanos-Dominguez G. (2018)

Automatic graph pruning based on kernel alignment for spectral clustering

Alvarez-Meza A.M.; Castro-Ospina A.E.; Castellanos-Dominguez G. (2016)

Digital auscultation analysis for heart murmur detection

Delgado-Trejos E.; Quiceno-Manrique A.F.; Godino-Llorente J.I.; Blanco-Velasco M.; Castellanos-Dominguez G. (2009)

EEG based brain mapping by using frequency-spatio-temporal constraints

Muñoz-Gutiérrez P.A.; Martinez-Vargas J.D.; Garcia-Vega S.; Giraldo E.; Castellanos-Dominguez G. (2018)

Enhanced Data Covariance Estimation Using Weighted Combination of Multiple Gaussian Kernels for Improved M/EEG Source Localization

Martinez-Vargas J.D.; Duque-Muñoz L.; Vargas-Bonilla F.; Lopez J.D.; Castellanos-Dominguez G. (2019)

Epilepsy activity detection based on optimized one-class classifiers

Aguirre-Echeverry C.A.; Duque-Munoz L.; Castellanos-Dominguez G. (2013)

Fractionated electrograms and rotors detection in chronic atrial fibrillation using model-based clustering

Orozco-Duque A.; Duque S.I.; Ugarte J.P.; Tobon C.; Novak D.; Kremen V.; Castellanos-Dominguez G.; Saiz J.; Bustamante J. (2014)

Improving the prediction of sub-cellular locations of proteins with a particle swarm optimization-based boosting strategy

Garcia-Lopez S.; Jaramillo-Garzon J.A.; Castellanos-Dominguez G. (2012)

Influence of Patient-Specific Head Modeling on EEG Source Imaging

Céspedes-Villar Y.; Martinez-Vargas J.D.; Castellanos-Dominguez G. (2020)

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)

P300 analysis based on time frequency decomposition methods for adhd discrimination in child population

Castro-Ospina A.E.; Duque-Munoz L.; Castellanos-Dominguez G. (2012)

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)

Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification

Ruiz-Muñoz J.F.; Castellanos-Dominguez G.; Orozco-Alzate M. (2018)

Semi-supervised clustering of fractionated electrograms for electroanatomical atrial mapping

Orozco-Duque A.; Bustamante J.; Castellanos-Dominguez G. (2016)

Stochastic relevance analysis of epileptic EEG signals for channel selection and classification

Duque-Munoz L.; Guerrero-Mosquera C.; Castellanos-Dominguez G. (2013)

Wearable and superhydrophobic hardware for ambulatory biopotential acquisition

Martinez-Tabares F.J.; Delgado-Trejos E.; Castellanos-Dominguez G. (2013)