Hernán Darío Vargas Cardona

21 papers C 3Misc 1Journal 7Unranked 10
YearRankTypeTitle / Venue / Authors
2020 J jnl
Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE.
Comput.
Luis Ariosto Serna Cardona, Hernán Darío Vargas Cardona, Piedad Navarro González, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
2020 J jnl
Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops.
Remote. Sens.
David Alejandro Jimenez Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas Cardona, Jocelyn Chanussot
2020 J jnl
Graph-based fusion for change detection in multi-spectral images.
CoRR
David Alejandro Jimenez Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas Cardona, Jocelyn Chanussot
2019 J jnl
Tensor decomposition processes for interpolation of diffusion magnetic resonance imaging.
Expert Syst. Appl.
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Andrés M. Álvarez, Mauricio A. Álvarez
2018 C conf
Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines.
CIARP
Robinson Aguilar, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Piedad Navarro
2018 J jnl
Multi-task learning for subthalamic nucleus identification in deep brain stimulation.
Int. J. Mach. Learn. Cybern.
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Orozco
2018 Misc conf
Non-stationary Generalized Wishart Processes for Enhancing Resolution over Diffusion Tensor Fields.
ISVC
Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Mauricio A. Álvarez
2017 C conf
Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor Fields.
CIARP
Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Andrés M. Álvarez, Álvaro Á. Orozco
2016 J jnl
A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging.
CoRR
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
2016 C conf
Analysis of the Geometry and Electric Properties of Brain Tissue in Simulation Models for Deep Brain Stimulation.
CIARP
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez
2016 J jnl
Generalized Wishart processes for interpolation over diffusion tensor fields.
CoRR
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
2016 — conf
Multi-output Gaussian processes for enhancing resolution of diffusion tensor fields.
EMBC
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez
2015 — conf
Convolved Multi-output Gaussian Processes for Semi-Supervised Learning.
ICIAP (1)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
2015 — conf
Gaussian Processes for Slice-Based Super-Resolution MR Images.
ISVC (2)
Hernán Darío Vargas Cardona, Andrés F. López-Lopera, Álvaro Á. Orozco, Mauricio A. Álvarez, Juan Antonio Hernández Tamames, Norberto Malpica
2015 — conf
Generalized Wishart Processes for Interpolation Over Diffusion Tensor Fields.
ISVC (2)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
2015 — conf
NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson's Disease.
ISVC (1)
José Bestier Padilla, Ramiro Arango, Hernán F. García, Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez, Enrique Guijarro-Estellés
2014 — conf
Automatic Recognition of Microcalcifications in Mammography Images through Fractal Texture Analysis.
ISVC (2)
Hernán Darío Vargas Cardona, Álvaro Orozco, Mauricio A. Álvarez
2014 — conf
Sparse representation of MER signals for localizing the Subthalamic Nucleus in Parkinson's disease surgery.
EMBC
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Ángel Orozco
2013 — conf
Unsupervised learning applied in MER and ECG signals through Gaussians mixtures with the Expectation-Maximization algorithm and Variational Bayesian Inference.
EMBC
Hernán Darío Vargas Cardona, Álvaro Ángel Orozco, Mauricio A. Álvarez
2012 — conf
Multi-patient learning increases accuracy for Subthalamic nucleus identification in deep brain stimulation.
EMBC
Hernán Darío Vargas Cardona, Álvaro Ángel Orozco, Mauricio A. Álvarez
2012 — conf
NEUROZONE: On-line recognition of brain structures in stereotactic surgery - application to Parkinson's disease.
EMBC
Hernán Darío Vargas Cardona, José Bestier Padilla, Ramiro Arango, Hans Carmona, Mauricio A. Álvarez, Enrique Guijarro-Estellés, Álvaro Ángel Orozco