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ORCIDGermán Castellanos-Domínguez
Publications
- 2021
[j56]Julian Caicedo-Acosta
, German A. Castaño, Carlos Daniel Acosta-Medina, Andrés Álvarez-Meza, Germán Castellanos-Domínguez:
Deep Neural Regression Prediction of Motor Imagery Skills Using EEG Functional Connectivity Indicators. Sensors 21(6): 1932 (2021)- 2020
- [j52]Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castaño Duque, Germán Castellanos-Domínguez:
CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification. Brain Informatics 7(1): 8 (2020) - 2019
- [c173]Luisa Fernanda Velásquez-Martínez, David Luna-Naranjo, David Cárdenas-Peña, Carlos Daniel Acosta-Medina, German A. Castaño, Germán Castellanos-Domínguez:
Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification. BI 2019: 13-20 - 2018
- [c165]Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, Héctor Fabio Torres Cardona, Carlos Daniel Acosta, Germán Castellanos-Domínguez:
Influence of Realistic Head Modeling on EEG Forward Problem. BI 2018: 32-40 - [c156]Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, Carlos Daniel Acosta, Germán Castellanos-Domínguez:
Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data. CIARP 2018: 829-836 - 2015
- [c114]E. Cuartas-Morales, Carlos Daniel Acosta, Germán Castellanos-Domínguez:
iLU Preconditioning of the Anisotropic-Finite-Difference Based Solution for the EEG Forward Problem. IWINAC (1) 2015: 408-418 - 2014
- [c110]Cristian Castro Hoyos, Fily Mateos Grisales-Franco, Juan David Martínez-Vargas, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Stationary Signal Separation Using Multichannel Local Segmentation. CIARP 2014: 183-190 - [c109]Edgar F. Sierra-Alonso, Oscar Cardona-Morales, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Spectral Correlation Measure for Selecting Intrinsic Mode Functions. CIARP 2014: 231-238 - [c103]Diego Hernán Peluffo-Ordóñez, Cristian Castro Hoyos, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering. CIARP 2014: 408-415 - [c85]Juan David Martínez-Vargas, Cristian Castro Hoyos, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. ICPR 2014: 3469-3474 - 2013
- [j23]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Video analysis based on Multi-Kernel Representation with automatic parameter choice. Neurocomputing 100: 117-126 (2013) - [c65]Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Automatic Singular Spectrum Analysis for Time-Series Decomposition. ESANN 2013 - [c64]Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Normalized cuts clustering with prior knowledge and a pre-clustering stage. ESANN 2013 - 2012
- [c48]Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez:
An Improved Multi-Class Spectral Clustering Based on Normalized Cuts. CIARP 2012: 130-137 - [c47]Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Human Activity Recognition by Class Label LLE. CIARP 2012: 260-267 - [c46]Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Finite Rank Series Modeling for Discrimination of Non-stationary Signals. CIARP 2012: 691-698 - 2011
- [j16]Lina María Sepúlveda-Cano, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Relevance Analysis of Stochastic Biosignals for Identification of Pathologies. EURASIP J. Adv. Signal Process. 2011 (2011) - [c30]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Image Synthesis Based on Manifold Learning. CAIP (2) 2011: 405-412 - [c29]Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez:
Multiple Manifold Learning by Nonlinear Dimensionality Reduction. CIARP 2011: 206-213 - 2010
- [j12]Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Regularization parameter choice in locally linear embedding. Neurocomputing 73(10-12): 1595-1605 (2010)
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