Germn Castellanos-Domnguez
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
81
Venues
16
Active years
2007–2026
Best venue rank
A*
Where they publish
Papers
81 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | IWINAC | Text-Conditioned Semantic Aggregation for Audio-Based Multiple-Instance Learning in Depression Detection. | Alejandro Patio-Bedoya, Diego Armando Perez-Rosero, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2019 | CIARP | Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. | Daniel Guillermo Garca-Murillo, Andrs M. lvarez, David Crdenas-Pea, William Hincapie-Restrepo, Germn Castellanos-Domnguez |
| 2019 | CIARP | Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. | Camilo Lpez-Montes, David Crdenas-Pea, Germn Castellanos-Domnguez |
| 2019 | ICASSP | Time Series Prediction for Kernel-based Adaptive Filters Using Variable Bandwidth, Adaptive Learning-rate, and Dimensionality Reduction. | Sergio Garca-Vega, E. A. Len-Gmez, Germn Castellanos-Domnguez |
| 2019 | IWINAC | Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. | Julian Caicedo-Acosta, David Crdenas-Pea, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germn Castao Duque, Germn Castellanos-Domnguez |
| 2019 | IWINAC | Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications. | Luisa Fernanda Velsquez-Martnez, Frank Yesid Zapata-Castao, Jorge I. Padilla-Buritica, Jos Manuel Ferrndez de Vicente, Germn Castellanos-Domnguez |
| 2018 | CIARP | Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. | Diego Fabian Collazos-Huertas, David Crdenas-Pea, Germn Castellanos-Domnguez |
| 2018 | CIARP | Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination. | Viviana Gmez-Orozco, A. lvarez-Meza, Paula Herrera, Germn Castellanos-Domnguez, lvaro Orozco |
| 2018 | CIARP | EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems. | David Luna-Naranjo, Juana Valeria Hurtado-Rincn, David Crdenas-Pea, V. H. Castro, Hctor Fabio Torres, Germn Castellanos-Domnguez |
| 2018 | CIARP | Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data. | Ernesto Cuartas-Morales, Yohan Ricardo Cspedes Villar, Carlos Daniel Acosta, Germn Castellanos-Domnguez |
| 2018 | CIARP | Gender Effects on an EEG-Based Emotion Level Classification System. | Ivn De La Pava, A. lvarez-Meza, Paula Herrera, Germn Castellanos-Domnguez, lvaro Orozco |
| 2018 | CIARP | Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning. | Juan Diego Pulgarin-Giraldo, Andrs Marino lvarez-Meza, Steven Van Vaerenbergh, Ignacio Santamara, Germn Castellanos-Domnguez |
| 2018 | IDEAL | Generalized Low-Computational Cost Laplacian Eigenmaps. | Jose Alejandro Salazar-Castro, D. F. Pea-Unigarro, Cielo K. Basante-Villota, C. Ortega, Lilian Dayana Cruz-Cruz, Edgardo Javier Revelo-Fuelagn, X. P. Blanco-Valencia, Germn Castellanos-Domnguez, Diego Hernn Peluffo-Ordez |
| 2018 | SISAP | Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification. | Jos Francisco Ruiz-Muoz, Germn Castellanos-Domnguez, Mauricio Orozco-Alzate |
| 2017 | IWINAC | MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis. | Diego Fabian Collazos-Huertas, A. Tobar-Rodriguez, David Crdenas-Pea, Germn Castellanos-Domnguez |
| 2017 | IWINAC | Influence of Anisotropic Blood Vessels Modeling on EEG Source Localization. | E. Cuartas-Morales, Angel Torrado-Carvajal, Juan Antonio Hernndez Tamames, Norberto Malpica, Germn Castellanos-Domnguez |
| 2017 | IWINAC | Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data. | Leonardo Duque-Muoz, Juan David Martnez-Vargas, Germn Castellanos-Domnguez, Jess Francisco Vargas-Bonilla, Jos David Lpez |
| 2017 | IWINAC | EEG Source Imaging Based on Dynamic Sparse Coding as ADHD Biomarker. | Fily Mateos Grisales-Franco, J. M. Medina-Salcedo, D. M. Ovalle-Martnez, Juan David Martnez-Vargas, Daniel Guillermo Garca-Murillo, Germn Castellanos-Domnguez |
| 2017 | IWINAC | Identification of Nonstationary Brain Networks Using Time-Variant Autoregressive Models. | Juan David Martnez-Vargas, Jos David Lpez, Felipe Rendn-Castrilln, Gregor Strobbe, Pieter van Mierlo, Germn Castellanos-Domnguez, Diana Ovalle-Martnez |
| 2017 | IWINAC | Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis. | Jorge Ivan Padilla-Buritic, Juan David Martnez-Vargas, A. Surez-Ruiz, Jos Manuel Ferrndez, Germn Castellanos-Domnguez |
| 2017 | IWINAC | Relevant Kinematic Feature Selection to Support Human Action Recognition in MoCap Data. | Juan D. Pulgarin-Giraldo, A. A. Ruales-Torres, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2017 | IWINAC | Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings. | Luisa Fernanda Velsquez-Martnez, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2016 | CIARP | GMM Background Modeling Using Divergence-Based Weight Updating. | Juan D. Pulgarin-Giraldo, Andrs Marino lvarez-Meza, David Insuasti-Ceballos, Thierry Bouwmans, Germn Castellanos-Domnguez |
| 2016 | CIARP | A Similarity Indicator for Differentiating Kinematic Performance Between Qualified Tennis Players. | Juan D. Pulgarin-Giraldo, Andrs Marino lvarez-Meza, L. G. Melo-Betancourt, S. Ramos-Bermudez, Germn Castellanos-Domnguez |
| 2016 | IJCNN | Multi-step-ahead forecasting using kernel adaptive filtering. | Sergio Garca-Vega, Germn Castellanos-Domnguez, Michel Verleysen, John Aldo Lee |
| 2015 | CIARP | Fall Detection Algorithm Based on Thresholds and Residual Events. | Fily Mateos Grisales-Franco, Jess Francisco Vargas-Bonilla, lvaro ngel Orozco, Mauricio A. lvarez, Germn Castellanos-Domnguez |
| 2015 | CIARP | Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. | Mauricio Orbes-Arteaga, David Crdenas-Pea, Mauricio A. lvarez, lvaro . Orozco, Germn Castellanos-Domnguez |
| 2015 | IBPRIA | Kernel-Based Feature Relevance Analysis for ECG Beat Classification. | Diego Fabian Collazos-Huertas, Andrs Marino lvarez-Meza, Natalia Gaviria Gmez, Germn Castellanos-Domnguez |
| 2015 | IBPRIA | Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks. | Sergio Garca-Vega, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2015 | IBPRIA | Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information. | Juan David Martnez-Vargas, Cristian Castro Hoyos, Jairo Jose Espinosa-Oviedo, A. M. lvarez-Mesa, Germn Castellanos-Domnguez |
| 2015 | IBPRIA | Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. | Mauricio Orbes-Arteaga, David Crdenas-Pea, Mauricio A. lvarez, lvaro . Orozco, Germn Castellanos-Domnguez |
| 2015 | ICIAP | Information-Based Cost Function for a Bayesian MRI Segmentation Framework. | David Crdenas-Pea, lvaro . Orozco, Germn Castellanos-Domnguez |
| 2015 | ICIAP | Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. | Mauricio Orbes-Arteaga, David Crdenas-Pea, Mauricio A. lvarez, lvaro . Orozco, Germn Castellanos-Domnguez |
| 2015 | IJCAI | Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation. | Jos Francisco Ruiz-Muoz, Mauricio Orozco-Alzate, Germn Castellanos-Domnguez |
| 2015 | Interspeech | Automatic age detection in normal and pathological voice. | Jorge Andrs Gmez Garca, Laureano Moro-Velzquez, Juan Ignacio Godino-Llorente, Germn Castellanos-Domnguez |
| 2015 | IWINAC | Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric. | David Crdenas-Pea, Mauricio Orbes-Arteaga, Germn Castellanos-Domnguez |
| 2015 | IWINAC | iLU Preconditioning of the Anisotropic-Finite-Difference Based Solution for the EEG Forward Problem. | E. Cuartas-Morales, Carlos Daniel Acosta, Germn Castellanos-Domnguez |
| 2015 | IWINAC | EEG Rhythm Extraction Based on Relevance Analysis and Customized Wavelet Transform. | Leonardo Duque-Muoz, Ruben-Dario Pinzon-Morales, Germn Castellanos-Domnguez |
| 2015 | IWINAC | Neural Activity Estimation from EEG Using an Iterative Dynamic Inverse Problem Solution. | E. Giraldo-Surez, Germn Castellanos-Domnguez |
| 2015 | IWINAC | Estimation of M/EEG Non-stationary Brain Activity Using Spatio-temporal Sparse Constraints. | Juan David Martnez-Vargas, Fily Mateos Grisales-Franco, Germn Castellanos-Domnguez |
| 2015 | IWINAC | Weighted Filtering for Neural Activity Reconstruction Under Time Varying Constraints. | Jorge I. Padilla-Buritica, E. Giraldo-Surez, Germn Castellanos-Domnguez |
| 2015 | IWINAC | Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities. | Luisa Fernanda Velsquez-Martnez, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2014 | CIARP | Spectral Clustering Using Compactly Supported Graph Building. | Andrs Marino lvarez-Meza, Andrs Eduardo Castro-Ospina, Germn Castellanos-Domnguez |
| 2014 | CIARP | Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. | Andrs Marino lvarez-Meza, David Crdenas-Pea, Germn Castellanos-Domnguez |
| 2014 | CIARP | Kernel-Based Image Representation for Brain MRI Discrimination. | David Crdenas-Pea, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2014 | CIARP | A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals. | Paola Castro-Cabrera, Mauricio Orozco-Alzate, Andrea Adami, Manuele Bicego, John Makario Londoo-Bonilla, Germn Castellanos-Domnguez |
| 2014 | CIARP | Neural Decoding Using Kernel-Based Functional Representation of ECoG Recordings. | Sergio Garca-Vega, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2014 | CIARP | Estimation of Cyclostationary Codebooks for Kernel Adaptive Filtering. | Sergio Garca-Vega, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2014 | CIARP | Stationary Signal Separation Using Multichannel Local Segmentation. | Cristian Castro Hoyos, Fily Mateos Grisales-Franco, Juan David Martnez-Vargas, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2014 | CIARP | Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering. | Diego Hernn Peluffo-Ordez, Cristian Castro Hoyos, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2014 | CIARP | Spectral Correlation Measure for Selecting Intrinsic Mode Functions. | Edgar F. Sierra-Alonso, Oscar Cardona-Morales, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2014 | ESANN | Optimal Data Projection for Kernel Spectral Clustering. | Diego Hernn Peluffo-Ordez, Carlos Alzate, Johan A. K. Suykens, Germn Castellanos-Domnguez |
| 2014 | ESANN | A multi-class extension for multi-labeler support vector machines. | Diego Hernn Peluffo-Ordez, Santiago Murillo Rendn, Julin D. Arias-Londoo, Germn Castellanos-Domnguez |
| 2014 | ICASSP | Functional relevant multichannel kernel adaptive filter for human activity analysis. | Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez, Jos Carlos Prncipe |
| 2014 | ICPR | Correntropy-Based Adaptive Learning to Support Video Surveillance Systems. | Andrs Marino lvarez-Meza, Santiago Molina-Giraldo, Germn Castellanos-Domnguez |
| 2014 | ICPR | A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering. | David Crdenas-Pea, Mauricio Orbes-Arteaga, Andrs Eduardo Castro-Ospina, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2014 | ICPR | Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. | Juan David Martnez-Vargas, Cristian Castro Hoyos, Andrs Marino lvarez-Meza, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2014 | ICPRAM | Unsupervised Relevance Analysis for Feature Extraction and Selection - A Distance-based Approach for Feature Relevance. | Diego Hernn Peluffo-Ordez, John Aldo Lee, Michel Verleysen, Jos L. Rodrguez, Germn Castellanos-Domnguez |
| 2013 | ESANN | Automatic Singular Spectrum Analysis for Time-Series Decomposition. | Andrs Marino lvarez-Meza, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2013 | ESANN | Normalized cuts clustering with prior knowledge and a pre-clustering stage. | Diego Hernn Peluffo-Ordez, Andrs Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2013 | ESANN | support vector machine-based aproach for multi-labelers problems. | Santiago Murillo Rendn, Diego Hernn Peluffo-Ordez, Germn Castellanos-Domnguez |
| 2013 | ICIAP | Non-referenced Quality Assessment of Image Processing Methods in Infrared Non-destructive Testing. | Thomas J. Ramrez-Rozo, Hernan D. Bentez-Restrepo, Julio C. Garcia-Alvarez, Germn Castellanos-Domnguez |
| 2013 | ICPRAM | Video Segmentation Framework Based on Multi-kernel Representations and Feature Relevance Analysis for Object Classification. | Santiago Molina-Giraldo, Johanna Carvajal Gonzlez, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2013 | ICPRAM | Video Segmentation based on Multi-kernel Learning and Feature Relevance Analysis for Object Classification. | Santiago Molina-Giraldo, Johanna Carvajal Gonzlez, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2013 | IJCNN | Kernel spectral clustering for dynamic data using multiple kernel learning. | Diego Hernn Peluffo-Ordez, Sergio Garca-Vega, Rocco Langone, Johan A. K. Suykens, Germn Castellanos-Domnguez |
| 2013 | Interspeech | Automatic gender recognition in normal and pathological speech. | Jorge Andrs Gmez Garca, Juan Ignacio Godino-Llorente, Germn Castellanos-Domnguez |
| 2013 | IWANN | Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks. | Juan Beltrn-Castro, Juliana Valencia-Aguirre, Mauricio Orozco-Alzate, Germn Castellanos-Domnguez, Carlos Manuel Travieso-Gonzlez |
| 2013 | IWANN | Phonocardiography Signal Segmentation for Telemedicine Environments. | Santiago Murillo Rendn, Cristian Castro Hoyos, Carlos Manuel Travieso-Gonzlez, Germn Castellanos-Domnguez |
| 2012 | CIARP | Extraction of Stationary Spectral Components Using Stochastic Variability. | David Crdenas-Pea, Juan David Martnez-Vargas, Germn Castellanos-Domnguez |
| 2012 | CIARP | Feature Selection by Relevance Analysis for Abandoned Object Classification. | Johanna Carvajal Gonzlez, Andrs Marino lvarez-Meza, Germn Castellanos-Domnguez |
| 2012 | CIARP | Finite Rank Series Modeling for Discrimination of Non-stationary Signals. | Lina Mara Seplveda-Cano, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2012 | CIARP | Human Activity Recognition by Class Label LLE. | Juliana Valencia-Aguirre, Andrs Marino lvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2012 | Interspeech | Inference of Critical Articulator Position for Fricative Consonants. | Alexander Seplveda, Rodrigo Capobianco Guido, Germn Castellanos-Domnguez |
| 2012 | IPAS | Multi-resolution analysis for region of interest extraction in thermographic nondestructive evaluation. | Benhur Ortiz Jaramillo, Hermes Alexander Fandio Toro, Hernan D. Bentez-Restrepo, Sergio A. Orjuela Vargas, Germn Castellanos-Domnguez, Wilfried Philips |
| 2011 | CAIP | Image Synthesis Based on Manifold Learning. | Andrs Marino lvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2011 | IWINAC | Methodology for Attention Deficit/Hyperactivity Disorder Detection by Means of Event-Related Potentials. | Paola Castro-Cabrera, Jorge Gmez-Garca, Francia Restrepo, Oscar Moscoso, Germn Castellanos-Domnguez |
| 2011 | IWINAC | Discrimination of Epileptic Events Using EEG Rhythm Decomposition. | Leonardo Duque-Muoz, Luis David Avendao-Valencia, Germn Castellanos-Domnguez |
| 2011 | IWINAC | Methodology for Epileptic Episode Detection Using Complexity-Based Features. | Jorge Andrs Gmez Garca, Carolina Ospina Aguirre, Edilson Delgado-Trejos, Germn Castellanos-Domnguez |
| 2009 | CIARP | Functional Feature Selection by Weighted Projections in Pathological Voice Detection. | Luis Gonzalo Snchez Giraldo, Fernando Martnez Tabares, Germn Castellanos-Domnguez |
| 2009 | CIARP | Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding. | Juliana Valencia-Aguirre, Andrs Marino lvarez-Meza, Genaro Daza-Santacoloma, Germn Castellanos-Domnguez |
| 2007 | CAIP | Feature Extraction of Weighted Data for Implicit Variable Selection. | Luis Snchez, Fernando Martnez, Germn Castellanos-Domnguez, Augusto Salazar |