Germán Castellanos-Domínguez

发表

Relevant Kinematic Feature Selection to Support Human Action Recognition in MoCap Data

Juan D. Pulgarin-Giraldo, A. A. Ruales-Torres, Andrés Marino Álvarez-Meza, 2017, IWINAC.

Neural Activity Estimation from EEG Using an Iterative Dynamic Inverse Problem Solution

Germán Castellanos-Domínguez, E. Giraldo-Suárez, 2015, IWINAC.

Supervised kernel approach for automated learning using General Stochastic Networks

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, David Cárdenas-Peña, 2018, Eng. Appl. Artif. Intell..

A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Jose Alejandro Salazar-Castro, 2018, ISNN.

Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images

Germán Castellanos-Domínguez, David Cárdenas-Peña, Daniel G. García-Murillo, 2019, CIARP.

Reviewing, selecting and evaluating features in distinguishing fine changes of global texture

Germán Castellanos-Domínguez, Lieva Van Langenhove, Benhur Ortiz Jaramillo, 2014, Pattern Analysis and Applications.

Effectiveness of morphological and spectral heartbeat characterization on arrhythmia clustering for Holter recordings

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Cristian Castro-Hoyos, 2015, Other Conferences.

EEG Rhythm Analysis Using Stochastic Relevance

Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, C. A. Aguirre-Echeverry, 2014 .

A Channel Selection Method for EEG Classification based on Exponentially Damped Sinusoidal Model and Stochastic Relevance Analysis

Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, 2013, BIOSIGNALS.

Automatic Selection of Acoustic and Non-Linear Dynamic Features in Voice Signals for Hypernasality Detection

Jesús Francisco Vargas-Bonilla, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, 2011, INTERSPEECH.

Information-Based Cost Function for a Bayesian MRI Segmentation Framework

Germán Castellanos-Domínguez, David Cárdenas-Peña, Álvaro Orozco, 2015, ICIAP.

Tensor-product kernel-based representation encoding joint MRI view similarity

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, David Cárdenas-Peña, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Epileptic Seizure Detection in EEG Using Time Variant Autoregressive Models

Germán Castellanos-Domínguez, L. Duque Muñoz, Luis David Avendaño-Valencia, 2011 .

Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data

Germán Castellanos-Domínguez, Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, 2018, CIARP.

Nonlinear Dynamics for Hypernasality Detection

Jesús Francisco Vargas-Bonilla, Germán Castellanos-Domínguez, Juan R. Orozco-Arroyave, 2011, NOLISP.

Time-frequency relevant features for critical articulators movement inference

Germán Castellanos-Domínguez, Rodrigo Capobianco Guido, Alexander Sepúlveda, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Normalized cuts clustering with prior knowledge and a pre-clustering stage

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, 2013, ESANN.

Kernel Spectral Clustering for Dynamic Data

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, 2013, CIARP.

Automatic Graph Building Approach for Spectral Clustering

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Andrés Eduardo Castro-Ospina, 2013, CIARP.

Multiple Instance Learning-Based Birdsong Classification Using Unsupervised Recording Segmentation

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, José Francisco Ruiz-Muñoz, 2015, IJCAI.

Feature relevance analysis supporting automatic motor imagery discrimination in EEG based BCI systems

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Local binary fitting energy solution by graph cuts for MRI segmentation

Germán Castellanos-Domínguez, David Cárdenas-Peña, Juan David Martínez-Vargas, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification

Germán Castellanos-Domínguez, David Cárdenas-Peña, Carlos Daniel Acosta-Medina, 2019, BI.

Kernel Spectral Clustering for Motion Tracking: A First Approach

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, 2013, IWINAC.

Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric

Germán Castellanos-Domínguez, David Cárdenas-Peña, Mauricio Orbes-Arteaga, 2015, IWINAC.

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

Jesús Francisco Vargas-Bonilla, Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, 2019, Int. J. Neural Syst..

Automatic gender recognition in normal and pathological speech

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Jorge Andrés Gómez García, 2013, INTERSPEECH.

Influence of Anisotropic Blood Vessels Modeling on EEG Source Localization

Germán Castellanos-Domínguez, Juan Antonio Hernández Tamames, Angel Torrado-Carvajal, 2017, IWINAC.

Evaluation of Region-of-Interest coders using perceptual image quality assessments

Germán Castellanos-Domínguez, Julio C. Garcia-Alvarez, H. Führ, 2013, J. Vis. Commun. Image Represent..

Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis

Germán Castellanos-Domínguez, David Cárdenas-Peña, D. F. Collazos-Huertas, 2016, Comput. Math. Methods Medicine.

Filtered evelope spectrum using short periodograms for bearing fault identification under variable speed

Germán Castellanos-Domínguez, German Castellanos-Dominguez, Jerome Antoni, 2019, Advances in Mechanism and Machine Science.

Fault Diagnostic of Machines Under Variable Speed Operating Conditions Using Order Tracking and Novelty Detection

Germán Castellanos-Domínguez, O. Cardona-Morales, 2018 .

Neural Decoding Using Kernel-Based Functional Representation of ECoG Recordings

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Sergio García-Vega, 2014, CIARP.

Nonlinear Dynamics Techniques for the Detection of the Brain Areas Using MER Signals

Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Alvaro Angel Orozco Gutierrez, 2008, 2008 International Conference on BioMedical Engineering and Informatics.

Wearable and superhydrophobic hardware for ambulatory biopotential acquisition

Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Fernando J. Martínez Tabares, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Kernel-Based Feature Relevance Analysis for ECG Beat Classification

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, D. F. Collazos-Huertas, 2015, IbPRIA.

EEG Source Imaging Based on Dynamic Sparse Coding as ADHD Biomarker

Germán Castellanos-Domínguez, Daniel G. García-Murillo, Juan David Martínez-Vargas, 2017, IWINAC.

A Comparison between Time-Frequency and Cepstral Feature Representations for the Classification of Seismic-Volcanic Signals

Germán Castellanos-Domínguez, Manuele Bicego, Mauricio Orozco-Alzate, 2014, CIARP.

Multiobjective optimization-based design of wearable electrocardiogram monitoring systems

Germán Castellanos-Domínguez, Fernando J. Martínez Tabares, Jorge Alberto Jaramillo-Garzón, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Blind Extraction of Instantaneous Frequency for Order Tracking in Rotating Machines Under Non-stationary Operating Conditions

Germán Castellanos-Domínguez, Edgar F. Sierra-Alonso, O. Cardona-Morales, 2014 .

Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Condition Monitoring Under Non-Stationary Operating Conditions using Time–Frequency Representation-Based Dynamic Features

Germán Castellanos-Domínguez, O. Cardona-Morales, D. Alvarez-Marin, 2014 .

GMM Background Modeling Using Divergence-Based Weight Updating

Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, 2016, CIARP.

Assessment of Source Connectivity for Emotional States Discrimination

Germán Castellanos-Domínguez, Eduardo Giraldo, Juan David Martínez-Vargas, 2018, BI.

Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis

José Manuel Ferrández, Germán Castellanos-Domínguez, Juan David Martínez-Vargas, 2017, IWINAC.

Preproceso de datos en bioseñales: una aplicación en detección de patologías de voz Biosignal data preprocessing: a voice pathology detection application

Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, Julio Fernando Suárez-Cifuentes, 2009 .

A time-series prediction framework using sequential learning algorithms and dimensionality reduction within a sparsification approach

Germán Castellanos-Domínguez, Sergio García-Vega, E. A. León-Gómez, 2020, Pattern Recognit. Lett..

A latent force model for describing electric propagation in deep brain stimulation: A simulation study

Germán Castellanos-Domínguez, Pablo A. Alvarado, Mauricio A. Álvarez, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering

Germán Castellanos-Domínguez, José Luis Rodríguez-Sotelo, Diego Hernán Peluffo-Ordóñez, 2012, Comput. Methods Programs Biomed..

Kernel-based Atlas Image Selection for brain tissue segmentation

Germán Castellanos-Domínguez, David Cárdenas-Peña, Mauricio Orbes-Arteaga, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Training subset selection in Hourly Ontario Energy Price forecasting using time series clustering-based stratification

Christian Gagné, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, 2015, Neurocomputing.

Influence of anisotropic white matter modeling on EEG source localization

Germán Castellanos-Domínguez, David Cárdenas-Peña, E. Cuartas-Morales, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Spectral Clustering Using Compactly Supported Graph Building

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Andrés Eduardo Castro-Ospina, 2014, CIARP.

Rainfall Forecasting Based on Ensemble Empirical Mode Decomposition and Neural Networks

Germán Castellanos-Domínguez, Carlos Manuel Travieso-González, Mauricio Orozco-Alzate, 2013, IWANN.

Predictability of gene ontology slim-terms from primary structure information in Embryophyta plant proteins

Germán Castellanos-Domínguez, Alexandre Perera-Lluna, Jorge Alberto Jaramillo-Garzón, 2013, BMC Bioinformatics.

Supervised piecewise network connectivity analysis for enhanced confidence of auditory oddball tasks

Germán Castellanos-Domínguez, Jorge I. Padilla-Buritica, Juana Valeria Hurtado-Rincón, 2019, Biomed. Signal Process. Control..

Improvement of low frequency identification for wind turbinesemploying EEMD and time integration

Germán Castellanos-Domínguez, O. Cardona-Morales, Cesar Augusto Aguirre-Echeverry, 2014 .

Support Vector Machine-based Aproach for Multi-labelers Problems

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, S. Murillo Rendón, 2013, ESANN.

Biomedical Data Analysis by Supervised Manifold Learning

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Nonlinear Dynamics for Hypernasality Detection in Spanish Vowels and Words

Jesús Francisco Vargas-Bonilla, Germán Castellanos-Domínguez, Juan R. Orozco-Arroyave, 2012, Cognitive Computation.

Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Sergio García-Vega, 2015, IbPRIA.

Improvement of ECG signal quality measurement using correlation and diversity-based approaches

Germán Castellanos-Domínguez, Fernando J. Martínez Tabares, J. J. Espinosa-Oviedo, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Iterative joint dynamic brain mapping and neural activity modeling from electroencephalographic signals

Germán Castellanos-Domínguez, Eduardo Giraldo, Pablo Andrés Muñoz-Gutiérrez, 2017 .

Threshold Estimation in Energy-Based Methods for Segmenting Birdsong Recordings

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, José Francisco Ruiz-Muñoz, 2013, CIARP.

Order Tracking by Square-Root Cubature Kalman Filter with Constraints

Germán Castellanos-Domínguez, Oscar Cardona-Morales, 2016, MCPR.

Global and local choice of the number of nearest neighbors in locally linear embedding

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Juliana Valencia-Aguirre, 2011, Pattern Recognit. Lett..

Detection of obstructive sleep apnoea using dynamic filter-banked features

Germán Castellanos-Domínguez, Carlos Manuel Travieso-González, Juan David Martínez-Vargas, 2012, Expert Syst. Appl..

Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models

Germán Castellanos-Domínguez, David Cárdenas-Peña, Mauricio A. Álvarez, 2015, CIARP.

Unsupervised classification of atrial heartbeats using a prematurity index and wave morphology features

Germán Castellanos-Domínguez, José Luis Rodríguez-Sotelo, David Cuesta-Frau, 2009, Medical & Biological Engineering & Computing.

Identification of Nonstationary Brain Networks Using Time-Variant Autoregressive Models

Germán Castellanos-Domínguez, José David López, Gregor Strobbe, 2017, IWINAC.

Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models

Bart Vanrumste, Germán Castellanos-Domínguez, Hans Hallez, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Multiple Manifold Learning by Nonlinear Dimensionality Reduction

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, 2011, CIARP.

Estimación Dinámica Neuronal a partir de Señales Electroencefalográficas sobre un Modelo Realista de la Cabeza

Germán Castellanos-Domínguez, Eduardo Giraldo, Carlos D. Acosta, 2010 .

Automatic Detection of Pathological Voices Using Complexity Measures, Noise Parameters, and Mel-Cepstral Coefficients

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Julián D. Arias-Londoño, 2011, IEEE Transactions on Biomedical Engineering.

An Improved Multi-Class Spectral Clustering Based on Normalized Cuts

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, 2012, CIARP.

MoCap Data Segmentation and Classification Using Kernel Based Multi-channel Analysis

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Sergio García-Vega, 2013, CIARP.

Bearing Fault Identification Based on Blind Extraction of Cyclostationary Signals Using Order Tracking

Germán Castellanos-Domínguez, Edgar F. Sierra-Alonso, O. Cardona-Morales, 2018 .

A generalization of dissimilarity representations using feature lines and feature planes

Robert P. W. Duin, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, 2009, Pattern Recognit. Lett..

Training using short-time features for OSA discrimination

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Lina María Sepúlveda-Cano, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Spectral Correlation Measure for Selecting Intrinsic Mode Functions

Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, Edgar F. Sierra-Alonso, 2014, CIARP.

Functional Feature Selection by Weighted Projections in Pathological Voice Detection

Germán Castellanos-Domínguez, Luis Gonzalo Sánchez Giraldo, Fernando Martínez Tabares, 2009, CIARP.

Principal component analysis for HMM-based pathological voice detection

Germán Castellanos-Domínguez, Milton Orlando Sarria Paja, N. Gaviria-Gómez, 2009, MAVEBA.

Kernel spectral clustering for dynamic data using multiple kernel learning

Johan A. K. Suykens, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Contact potentials via wavelet transform for prediction of subcellular localizations in gram negative bacterial proteins

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, G. A. Arango-Argoty, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Gender Effects on an EEG-Based Emotion Level Classification System

Germán Castellanos-Domínguez, Álvaro Orozco, A. Álvarez-Meza, 2018, CIARP.

Generalizing Dissimilarity Representations Using Feature Lines

Robert P. W. Duin, Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, 2007, CIARP.

Feature Selection by Relevance Analysis for Abandoned Object Classification

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Johanna Carvajal González, 2012, CIARP.

Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination

Germán Castellanos-Domínguez, A. Álvarez-Meza, Paula Herrera, 2018, CIARP.

Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications

José Manuel Ferrández, Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, 2019, IWINAC.

Time-series discrimination using feature relevance analysis in motor imagery classification

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, 2015, Neurocomputing.

Multi-atlas label fusion by using supervised local weighting for brain image segmentation

Germán Castellanos-Domínguez, David Cárdenas-Peña, Eduardo Fernández, 2017 .

Recognition of Cardiac Arrhythmia by Means of Beat Clustering on ECG-Holter Recordings

Germán Castellanos-Domínguez, José Luis Rodríguez-Sotelo, C. D. Acosta-Medina, 2012 .

Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Ignacio Santamaría, 2018, CIARP.

GMM-based Classifiers for the Automatic Detection of Obstructive Sleep Apnea

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Luis A. Hernández Gómez, 2013, BIOSIGNALS.

Weighted Filtering for Neural Activity Reconstruction Under Time Varying Constraints

Germán Castellanos-Domínguez, E. Giraldo-Suárez, Jorge I. Padilla-Buritica, 2015, IWINAC.

Entropy-Based Estimation of Event-Related De/Synchronization in Motor Imagery Using Vector-Quantized Patterns

Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, Julian Caicedo-Acosta, 2020, Entropy.

Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks

Germán Castellanos-Domínguez, David Cárdenas-Peña, David Luna-Naranjo, 2018, IWAIPR.

Kernel-Based Image Representation for Brain MRI Discrimination

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, David Cárdenas-Peña, 2014, CIARP.

Detecting EEG Dynamic Changes Using Supervised Temporal Patterns

Germán Castellanos-Domínguez, David Cárdenas-Peña, Luisa F. Velásquez-Martínez, 2018, IWAIPR.

Predicting Sub-cellular Location of Proteins Based on Hierarchical Clustering and Hidden Markov Models

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, Jacobo Castro-Ceballos, 2015, IWBBIO.

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Julián D. Arias-Londoño, 2009 .

Evaluation of Example-Based Measures for Multi-label Classification Performance

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, Andrés Felipe Giraldo-Forero, 2015, IWBBIO.

Correntropy-Based Adaptive Learning to Support Video Surveillance Systems

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Santiago Molina-Giraldo, 2014, 2014 22nd International Conference on Pattern Recognition.

Subject-Oriented Dynamic Characterization of Motor Imagery Tasks Using Complexity Analysis

Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, L. F. Arteaga-Daza, 2019, BI.

Methodology for Epileptic Episode Detection Using Complexity-Based Features

Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Jorge Andrés Gómez García, 2011, IWINAC.

Building a Cepstrum-HMM kernel for Apnea identification

Germán Castellanos-Domínguez, Jesús B. Alonso, J. B. Alonso, 2014, Neurocomputing.

Feature selection for discrimination of fractionation levels in atrial electrograms

Germán Castellanos-Domínguez, John Bustamante, Juan David Martínez-Vargas, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, 2016, CIARP.

Video Segmentation based on Multi-kernel Learning and Feature Relevance Analysis for Object Classification

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Johanna Carvajal González, 2013, ICPRAM.

Automatic age detection in normal and pathological voice

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Laureano Moro-Velázquez, 2015, INTERSPEECH.

Identification of Relevant Inter-channel EEG Connectivity Patterns: A Kernel-Based Supervised Approach

Germán Castellanos-Domínguez, Eduardo Giraldo, Juan David Martínez-Vargas, 2016, BIH.

Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, 2014, CIARP.

Generalized Low-Computational Cost Laplacian Eigenmaps

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Jose Alejandro Salazar-Castro, 2018, IDEAL.

Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition

Germán Castellanos-Domínguez, David Cárdenas-Peña, Diego Collazos-Huertas, 2019, IWINAC.

Bearing Fault Identification using Watershed-Based Thresholding Method

Germán Castellanos-Domínguez, O. Cardona-Morales, H. Fandiño-Toro, 2014 .

Pattern recognition by dinamic feature analysis based on PCA

Germán Castellanos-Domínguez, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, 2009 .

An improved method for voice pathology detection by means of a HMM-based feature space transformation

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Julián D. Arias-Londoño, 2010, Pattern Recognit..

Individual Detection of Citrus and Avocado Trees Using Extended Maxima Transform Summation on Digital Surface Models

Germán Castellanos-Domínguez, Daniel G. García-Murillo, J. Caicedo-Acosta, 2020, Remote. Sens..

Human Activity Recognition by Class Label LLE

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, 2012, CIARP.

Regularization parameter choice in locally linear embedding

Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, 2010, Neurocomputing.

Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, Sebastian García-López, 2013, BIOSTEC.

Feature Extraction of Weighted Data for Implicit Variable Selection

Germán Castellanos-Domínguez, Augusto Salazar, Luis Sánchez, 2007, CAIP.

Non uniform Embedding based on Relevance Analysis with reduced computational complexity: Application to the detection of pathologies from biosignal recordings

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Jorge Andrés Gómez García, 2014, Neurocomputing.

Machine Fault Detection Based on Filter Bank Similarity Features Using Acoustic and Vibration Analysis

Germán Castellanos-Domínguez, Edgar F. Sierra-Alonso, O. Cardona-Morales, 2016 .

Prediction of protein subcellular localization based on variable-length motifs detection and dissimilarity based classification

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, G. A. Arango-Argoty, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Influence of Population Dependent Forward Models on Distributed EEG Source Reconstruction

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, E. Cuartas-Morales, 2017, IWINAC.

Heart Sound Segmentation in Noisy Environments

Germán Castellanos-Domínguez, S. Murillo Rendón, Cristian Castro Hoyos, 2013, IWINAC.

Análisis Acústico sobre Señales de Auscultación Digital para la Detección de Soplos Cardíacos

Germán Castellanos-Domínguez, Andrés M. Castao, T. EdisonDelgado, 2007, Rev. Avances en Sistemas Informática.

Inference of Critical Articulator Position for Fricative Consonants

Germán Castellanos-Domínguez, Rodrigo Capobianco Guido, Alexander Sepúlveda, 2012, INTERSPEECH.

Nearest Feature Rules and Dissimilarity Representations for Face Recognition Problems

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, 2007 .

Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers

Germán Castellanos-Domínguez, David Cárdenas-Peña, Diego Collazos-Huertas, 2018, CIARP.

Time–frequency based feature selection for discrimination of non-stationary biosignals

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Juan David Martínez-Vargas, 2012, EURASIP J. Adv. Signal Process..

EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems

Germán Castellanos-Domínguez, David Cárdenas-Peña, David Luna-Naranjo, 2018, CIARP.

Estimation of relevant time-frequency features using Kendall coefficient for articulator position inference

Germán Castellanos-Domínguez, Rodrigo Capobianco Guido, Alexander Sepúlveda, 2013, Speech Commun..

Very long-term ECG monitoring patch with improved functionality and wearability

Germán Castellanos-Domínguez, Fernando J. Martínez Tabares, N. Gaviria-Gómez, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

OUTLIER DETECTION IN ROTATING MACHINERY UNDER NON-STATIONARY OPERATING CONDITIONS USING DYNAMIC FEATURES AND ONE-CLASS CLASSIFIERS

Germán Castellanos-Domínguez, Oscar Cardona Morales, Diego A. Álvarez Marín, 2013 .

MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis

Germán Castellanos-Domínguez, David Cárdenas-Peña, D. F. Collazos-Huertas, 2017, IWINAC.

Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm

Germán Castellanos-Domínguez, José Francisco Ruiz-Muñoz, Jorge Alberto Jaramillo-Garzón, 2013, CIARP.

Weighted feature extraction with a functional data extension

Germán Castellanos-Domínguez, Luis Gonzalo Sánchez Giraldo, L. S. Giraldo, 2010, Neurocomputing.

Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, 2017, IWINAC.

Functional relevant multichannel kernel adaptive filter for human activity analysis

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, José Carlos Príncipe, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Germán Castellanos-Domínguez, Edilson Delgado-Trejos, F. J. Martinez-Tabares, 2013 .

Feature selection using an ensemble of optimal wavelet packet and learning machine: Application to MER signals

Germán Castellanos-Domínguez, Alvaro Angel Orozco Gutierrez, Ruben-Dario Pinzon-Morales, 2010, 2010 7th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP 2010).

Motor Imagery Classification for BCI Using Common Spatial Patterns and Feature Relevance Analysis

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, 2013, IWINAC.

Optimización en el Desempeño de Algoritmos de Detección de Complejos QRS

Germán Castellanos-Domínguez, M. AndrésF.Quiceno, Luis E. Avendaño, 2007, Rev. Avances en Sistemas Informática.

Identification of wind turbine natural frequencies using narrow-band decomposition methods

Germán Castellanos-Domínguez, Edgar F. Sierra-Alonso, O. Cardona-Morales, 2013 .

Time-Frequency Energy Features for Articulator Position Inference on Stop Consonants

Germán Castellanos-Domínguez, Alexander Sepulveda-Sepulveda, Alexander Sepúlveda-Sepúlveda, 2012 .

Influence of Time-Series Extraction on Binge Drinking Interpretability Using Functional Connectivity Analysis

Germán Castellanos-Domínguez, Jorge Ivan Padilla-Buriticá, Héctor Fabio Torres, 2018, BI.

Unsupervised Kernel Function Building Using Maximization of Information Potential Variability

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, David Cárdenas-Peña, 2014, CIARP.

Fall Detection Algorithm Based on Thresholds and Residual Events

Jesús Francisco Vargas-Bonilla, Germán Castellanos-Domínguez, Mauricio A. Álvarez, 2015, CIARP.

Multiobjective Design of Wearable Sensor Systems for Electrocardiogram Monitoring

Germán Castellanos-Domínguez, David Cuesta-Frau, Yasel J. Costa Salas, 2016, J. Sensors.

Processing and Communication Techniques for Applications in Parkinson Disease Treatment

Germán Castellanos-Domínguez, Álvaro A. Orozco-Gutiérrez, Edilson Delgado-Trejos, 2011 .

Supervised and Unsupervised Identification of Concept Drifts in Data Streams of Seismic-Volcanic Signals

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, Fernando Huenupán, 2018, IBERAMIA.

Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks

Germán Castellanos-Domínguez, David Cárdenas-Peña, Camilo López-Montes, 2019, CIARP.

Stationary Signal Separation Using Multichannel Local Segmentation

Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, Juan David Martínez-Vargas, 2014, CIARP.

Extraction of stationary components in biosignal discrimination

Germán Castellanos-Domínguez, David Cárdenas-Peña, Juan David Martínez-Vargas, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

EEG Based Brain Mapping by Using Frequency-Spatio-Temporal Constraints

Germán Castellanos-Domínguez, Eduardo Giraldo, Sergio García-Vega, 2018, BI.

Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease

Germán Castellanos-Domínguez, David Cárdenas-Peña, D. F. Collazos-Huertas, 2019, Int. J. Neural Syst..

Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, José Francisco Ruiz-Muñoz, 2018, SISAP.

Automatic Singular Spectrum Analysis for Time-Series Decomposition

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, 2013, ESANN.

Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines

Germán Castellanos-Domínguez, Julián D. Arias-Londoño, Diego Hernán Peluffo-Ordóñez, 2013, IWINAC.

Image Synthesis Based on Manifold Learning

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, 2011, CAIP.

Emulating the perceptual capabilities of a human evaluator to map the GRB scale for the assessment of voice disorders

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Laureano Moro-Velázquez, 2019, Eng. Appl. Artif. Intell..

Predicting Molecular Functions in Plants using Wavelet-based Motifs

Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, Jorge Alberto Jaramillo-Garzón, 2018, BIOINFORMATICS.

Wavelet-based Entropy Measure for Rate-Distortion Optimization in Image Coding

Germán Castellanos-Domínguez, H. Führ, J. C. Garcia-Alvarez, 2010 .

Influence of Patient-Specific Head Modeling on EEG Source Imaging

Germán Castellanos-Domínguez, Yohan Ricardo Céspedes Villar, Juan David Martínez-Vargas, 2020, Comput. Math. Methods Medicine.

Reducción de espacios de entrenamiento de HMMS empleando DPCA

Germán Castellanos-Domínguez, Milton Orlando Sarria Paja, Alvaro Angel Orozco Gutierrez, 2008, Rev. Avances en Sistemas Informática.

Subject-independent acoustic-to-articulatory mapping of fricative sounds by using vocal tract length normalization

Pedro Gómez-Vilda, Germán Castellanos-Domínguez, Alexander Sepulveda-Sepulveda, 2015 .

Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces

Germán Castellanos-Domínguez, David Cárdenas-Peña, Luisa F. Velásquez-Martínez, 2018, IWAIPR.

Enhancing the dissimilarity-based classification of birdsong recordings

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, José Francisco Ruiz-Muñoz, 2016, Ecol. Informatics.

Influence of Realistic Head Modeling on EEG Forward Problem

Germán Castellanos-Domínguez, Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, 2018, BI.

Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks

Germán Castellanos-Domínguez, David Cárdenas-Peña, Camilo López-Montes, 2018, IWAIPR.

An adaptation of Pfam profiles to predict protein sub-cellular localization in Gram positive bacteria

Germán Castellanos-Domínguez, José Francisco Ruiz-Muñoz, Jorge Alberto Jaramillo-Garzón, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, 2014, 2014 22nd International Conference on Pattern Recognition.

Sleep apnoea detection in children using PPG envelope-based dynamic features

Pablo Laguna, Germán Castellanos-Domínguez, Lina María Sepúlveda-Cano, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, David Cárdenas-Peña, 2014, 2014 22nd International Conference on Pattern Recognition.

Selection of Nonstationary Dynamic Features for Obstructive Sleep Apnoea Detection in Children

Eduardo Gil, Pablo Laguna, Germán Castellanos-Domínguez, 2011, EURASIP J. Adv. Signal Process..

Non-referenced Quality Assessment of Image Processing Methods in Infrared Non-destructive Testing

Germán Castellanos-Domínguez, Julio C. Garcia-Alvarez, Hernan D. Benítez-Restrepo, 2013, ICIAP.

Identification of brain networks using time-varying spatial constraints of neural activity reconstruction

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, J. Sebastián Castaño-Candamil, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Effect of latency on clustering of P300 recordings for ADHD discrimination

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Juan David Martínez-Vargas, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, 2015, IWINAC.

Finite Rank Series Modeling for Discrimination of Non-stationary Signals

Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, Lina María Sepúlveda-Cano, 2012, CIARP.

Dynamic Feature Extraction: an Application to Voice Pathology Detection

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Julián D. Arias-Londoño, 2009, Intell. Autom. Soft Comput..

EEG Rhythm Extraction Based on Relevance Analysis and Customized Wavelet Transform

Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, Ruben-Dario Pinzon-Morales, 2015, IWINAC.

EEG seizure identification by using optimized wavelet decomposition

Germán Castellanos-Domínguez, Alvaro Angel Orozco Gutierrez, Ruben-Dario Pinzon-Morales, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Robust Pathological Voice Detection Based on Component Information from HMM

Germán Castellanos-Domínguez, Milton Orlando Sarria Paja, 2011, NOLISP.

Functional Protein Prediction Using HMM Based Feature Representation and Relevance Analysis

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, David Cárdenas-Peña, 2014 .

Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation

Germán Castellanos-Domínguez, David Cárdenas-Peña, Mauricio A. Álvarez, 2015, IbPRIA.

Cyclo-non-stationary analysis for bearing fault identification based on instantaneous angular speed estimation

Jérôme Antoni, Germán Castellanos-Domínguez, Edgar F. Sierra-Alonso, 2019 .

Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, 2009, CIARP.

On determining available stochastic features by spectral splitting in obstructive sleep apnea detection

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, Lina María Sepúlveda-Cano, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Time Series Prediction for Kernel-based Adaptive Filters Using Variable Bandwidth, Adaptive Learning-rate, and Dimensionality Reduction

Germán Castellanos-Domínguez, Sergio García-Vega, E. A. León-Gómez, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Functional Connectivity Analysis Using the Oddball Auditory Paradigm for Attention Tasks

Germán Castellanos-Domínguez, Juana Valeria Hurtado-Rincón, Héctor Fabio Torres, 2018, BI.

Nonlinear model for condition monitoring of non-stationary vibration signals in ship driveline application

Germán Castellanos-Domínguez, L. D. Avendaño, O. Cardona-Morales, 2014 .

A Methodology for Optimizing the Cost Matrix in Cost Sensitive Learning Models applied to Prediction of Molecular Functions in Embryophyta Plants

Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, Jorge Alberto Jaramillo-Garzón, 2013, BIOINFORMATICS.

Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, Cristian Castro Hoyos, 2015, IbPRIA.

Advances in Homotopy Applied to Object Deformation

Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, Jose Alejandro Salazar-Castro, 2018, IWBBIO.

Background modeling using Object-based Selective Updating and Correntropy adaptation

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Santiago Molina-Giraldo, 2016, Image Vis. Comput..

Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, Jorge I. Padilla-Buritica, 2016, Front. Comput. Neurosci..

Automatic graph pruning based on kernel alignment for spectral clustering

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Andrés Eduardo Castro-Ospina, 2016, Pattern Recognit. Lett..

Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation

Germán Castellanos-Domínguez, David Cárdenas-Peña, Mauricio A. Álvarez, 2015, ICIAP.

Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data

Jesús Francisco Vargas-Bonilla, Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, 2017, IWINAC.

Discrimination of Epileptic Events Using EEG Rhythm Decomposition

Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, Luis David Avendaño-Valencia, 2011, IWINAC.

Dimensionality Reduction Oriented Toward the Feature Visualization for Ischemia Detection

Germán Castellanos-Domínguez, Pere Caminal, Edilson Delgado-Trejos, 2009, IEEE Transactions on Information Technology in Biomedicine.

Cinemática Inversa de un Brazo Robot Utilizando Algoritmos Genéticos

Luis Felipe Giraldo, Germán Castellanos-Domínguez, Edilson Delgado-Trejos, 2006, Rev. Avances en Sistemas Informática.

ENTRENAMIENTO DISCRIMINATIVO POR DISTANCIA DE MAHALANOBIS PARA DETECCIÓN DE PATOLOGÍAS DE VOZ

Germán Castellanos-Domínguez, M. Sarria-Paja, 2010 .

Complexity Analysis Using Nonuniform Embedding Techniques for Voice Pathological Discrimination

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Jorge Andrés Gómez García, 2011, NOLISP.

Selection of time-variant features for earthquake classification at the Nevado-del-Ruiz volcano

Germán Castellanos-Domínguez, David Cárdenas-Peña, Mauricio Orozco-Alzate, 2013, Comput. Geosci..

iLU Preconditioning of the Anisotropic-Finite-Difference Based Solution for the EEG Forward Problem

Germán Castellanos-Domínguez, Carlos Daniel Acosta, E. Cuartas-Morales, 2015, IWINAC.

Estimation of M/EEG Non-stationary Brain Activity Using Spatio-temporal Sparse Constraints

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, Fily Mateos Grisales-Franco, 2015, IWINAC.

Optimal Data Projection for Kernel Spectral Clustering

Johan A. K. Suykens, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, 2014, ESANN.

Feedback on the Surveillance 8 challenge: Vibration-based diagnosis of a Safran aircraft engine

Alessandro Paolo Daga, Germán Castellanos-Domínguez, Agusmian Partogi Ompusunggu, 2017 .

Estimating Respiratory Frequency from Heart Rate Variability during Treadmill Exercise Testing

Pablo Laguna, Germán Castellanos-Domínguez, Edgar F. Sierra-Alonso, 2013, CinC.

Video analysis based on Multi-Kernel Representation with automatic parameter choice

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, 2013, Neurocomputing.

Video Segmentation Framework by Dynamic Background Modelling

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Santiago Molina-Giraldo, 2013, ICIAP.

Wrapper and Filter Metrics for PSO-based Class Balance Applied to Protein Subcellular Localization

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, Sebastian García-López, 2012, BIOINFORMATICS.

Solving the EEG inverse problem based on space–time–frequency structured sparsity constraints

Stefan Haufe, Germán Castellanos-Domínguez, Sebastián Castaño-Candamil, 2015, NeuroImage.

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

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, Sebastian García-López, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Relevance Analysis of Stochastic Biosignals for Identification of Pathologies

Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, Lina María Sepúlveda-Cano, 2011, EURASIP J. Adv. Signal Process..

Context Aware Contribution in Ambulatory Electrocardiogram Measurements Using Wearable Devices

Germán Castellanos-Domínguez, F. J. Martinez-Tabares, 2014 .

Time-Frequency Based Feature Extraction for Non-Stationary Signal Classification

Germán Castellanos-Domínguez, Luis David Avendaño-Valencia, Carlos Daniel Acosta-Medina, 2011 .

EEG source localization based on multivariate autoregressive models using Kalman filtering

Germán Castellanos-Domínguez, Eduardo Giraldo, Jorge I. Padilla-Buritica, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Image Segmentation Based on Multi-Kernel Learning and Feature Relevance Analysis

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, 2012, IBERAMIA.

Methodology for Attention Deficit/Hyperactivity Disorder Detection by Means of Event-Related Potentials

Germán Castellanos-Domínguez, Paola Castro-Cabrera, Jorge Gómez-García, 2011, IWINAC.

Estimation of Cyclostationary Codebooks for Kernel Adaptive Filtering

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Sergio García-Vega, 2014, CIARP.

Comparison of the nearest feature classifiers for face recognition

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, 2006, Machine Vision and Applications.

Multi-step-ahead forecasting using kernel adaptive filtering

Michel Verleysen, Germán Castellanos-Domínguez, John Aldo Lee, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Feature and Dissimilarity Representations for the Sound-Based Recognition of Bird Species

Germán Castellanos-Domínguez, Mauricio Orozco-Alzate, José Francisco Ruiz-Muñoz, 2011, CIARP.

Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity

Michel Verleysen, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, 2017, Neurocomputing.

A comparison of multi-label techniques based on problem transformation for protein functional prediction

Germán Castellanos-Domínguez, Jorge Alberto Jaramillo-Garzón, Andrés Felipe Giraldo-Forero, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, D. F. Collazos-Huertas, 2020, Brain Informatics.

Germán Castellanos-Domínguez, Sergio García-Vega, G. Castellanos-Domínguez, 2019, Pattern Recognit. Lett..

Complexity-based analysis for the detection of heart murmurs

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, Jorge Andrés Gómez García, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Unsupervised Relevance Analysis for Feature Extraction and Selection - A Distance-based Approach for Feature Relevance

Michel Verleysen, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez, 2014, ICPRAM.

Microelectrode Signals Segmentation Using Stationary Wavelet Transform

Germán Castellanos-Domínguez, Álvaro Orozco, Cristian Guarnizo Lemus, 2008, 2008 International Conference on BioMedical Engineering and Informatics.

Extraction of Stationary Spectral Components Using Stochastic Variability

Germán Castellanos-Domínguez, David Cárdenas-Peña, Juan David Martínez-Vargas, 2012, CIARP.

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

Germán Castellanos-Domínguez, Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

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

Germán Castellanos-Domínguez, John Bustamante, Andrés Orozco-Duque, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Locally linear embedding based on correntropy measure for visualization and classification

Germán Castellanos-Domínguez, José Carlos Príncipe, Genaro Daza-Santacoloma, 2012, Neurocomputing.

New Cues in Low-Frequency of Speech for Automatic Detection of Parkinson's Disease

Jesús Francisco Vargas-Bonilla, Elmar Nöth, Germán Castellanos-Domínguez, 2013, IWINAC.

Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning

Germán Castellanos-Domínguez, David Cárdenas-Peña, Diego Collazos-Huertas, 2018, IWAIPR.

Entropy-based multichannel measure of stationarity for characterization of motor imagery patterns

Germán Castellanos-Domínguez, Juan David Martínez-Vargas, Cristian Castro Hoyos, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Automatic Detection of Hypernasality in Children

Jesús Francisco Vargas-Bonilla, Germán Castellanos-Domínguez, Juan R. Orozco-Arroyave, 2011, IWINAC.

Phonocardiography Signal Segmentation for Telemedicine Environments

Germán Castellanos-Domínguez, S. Murillo Rendón, Carlos Manuel Travieso-González, 2013, IWANN.

A multi-class extension for multi-labeler support vector machines

Germán Castellanos-Domínguez, Julián D. Arias-Londoño, Diego Hernán Peluffo-Ordóñez, 2014, ESANN.

Multi-resolution analysis for region of interest extraction in thermographic nondestructive evaluation

Germán Castellanos-Domínguez, Wilfried Philips, Benhur Ortiz Jaramillo, 2012, Electronic Imaging.

Influence of delay time on regularity estimation for voice pathology detection

Germán Castellanos-Domínguez, Juan Ignacio Godino-Llorente, Jorge Andrés Gómez García, 2012, EMBC.

Assessment of the Relation Between Low-Frequency Features and Velum Opening by Using Real Articulatory Data

Germán Castellanos-Domínguez, Alexander Sepúlveda-Sepúlveda, Alexander Sepúlveda-Sepúlveda, 2016, SPECOM.

Single-Trial Kernel-Based Functional Connectivity for Enhanced Feature Extraction in Motor-Related Tasks

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Daniel Guillermo García-Murillo, 2021, Sensors.

Deep Neural Regression Prediction of Motor Imagery Skills Using EEG Functional Connectivity Indicators

Germán Castellanos-Domínguez, Carlos Daniel Acosta-Medina, German A. Castaño, 2021, Sensors.

Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, D. F. Collazos-Huertas, 2021, Biomed. Signal Process. Control..

Relevant information undersampling to support imbalanced data classification

Germán Castellanos-Domínguez, Genaro Daza-Santacoloma, J. Hoyos-Osorio, 2021, Neurocomputing.

Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Diego Fabian Collazos-Huertas, 2021, Sensors.

An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Luisa F. Velásquez-Martínez, 2021, Sensors.

Feature Selection in Pathology Detection using Hybrid Multidimensional Analysis

Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Genaro Daza, 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

Video Segmentation Framework Based on Multi-kernel Representations and Feature Relevance Analysis for Object Classification

Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, Santiago Molina-Giraldo, 2013, ICPRAM.