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List of works by German Castellanos-Domínguez

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

scientific article published in August 2014

A Weighted Dynamic Inverse Problem for electroencephalographic current density reconstruction

scientific article published in November 2013

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

scientific article published in January 2013

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

scientific article published in January 2014

A new approach to discriminative HMM training for pathological voice classification

scientific article published in January 2010

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

scientific article published in September 2012

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

scientific article published on 29 June 2021

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

scientific article published in January 2012

An improved method for unsupervised analysis of ECG beats based on WT features and J-means clustering

scientific article published in September 2007

Automatic detection of pathological voices using complexity measures, noise parameters, and mel-cepstral coefficients

scientific article published in February 2011

Bayesian estimation of neural activity for non stationary sources using time frequency based priors

scientific article published in November 2013

Biomedical data analysis by supervised manifold learning

scientific article published in January 2012

Classification of premature ventricular contraction based on Discrete Wavelet Transform for real time applications

scientific article published in April 2013

Comparative analysis of time frequency representations for discrimination of epileptic activity in EEG signals

scientific article published in April 2011

Complexity-based analysis for the detection of heart murmurs

scientific article published on January 2011

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

scientific article published in 2015

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

scientific article

Context Aware Contribution in Ambulatory Electrocardiogram Measurements Using Wearable Devices

scientific article published in 2014

Correntropy-Based Adaptive Learning to Support Video Surveillance Systems

scientific article published in August 2014

Current density reconstruction from EEG based on a time varying nonlinear physiological model

scientific article published in April 2011

Detection of obstructive sleep apnoea using dynamic filter-banked features

scientific article published in August 2012

Digital auscultation analysis for heart murmur detection

scientific article published on 2 December 2008

Dimensionality reduction oriented toward the feature visualization for ischemia detection.

scientific article published on 16 March 2009

ECG Acquisition Using Fluid-Repellent, Wearable Electrodes

scientific article published in 2014

EEG Rhythm Extraction Based on Relevance Analysis and Customized Wavelet Transform

scientific article published in 2015

EEG seizure identification by using optimized wavelet decomposition

scientific article published in January 2011

EEG source localization based on multivariate autoregressive models using Kalman filtering.

scientific article published in January 2011

Effect of latency on clustering of P300 recordings for ADHD discrimination.

scientific article published in January 2012

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

scientific article published on 24 June 2020

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

scientific article published in August 2014

Epilepsy activity detection based on optimized one-class classifiers

scientific article published in September 2013

Epileptic Seizure Detection in EEG Using Time Variant Autoregressive Models

scientific article published in 2011

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

scientific article published in 2015

Estimation of dynamic neural activity using a Kalman filter approach based on physiological models.

scientific article published in January 2010

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

scientific article published in January 2013

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

scientific article published in November 2013

Evaluation of feature extraction techniques on event-related potentials for detection of attention-deficit/hyperactivity disorder

scientific article published in January 2010

Extraction of stationary components in biosignal discrimination

scientific article published in August 2012

Feature Extraction for MER Signals Using Adaptive Filter Banks

scientific article published in September 2008

Feature Selection by Relevance Analysis for Abandoned Object Classification

scientific article published in 2012

Feature extraction by statistical contact potentials and wavelet transform for predicting subcellular localizations in gram negative bacterial proteins.

scientific article published on 16 September 2014

Feature extraction from parametric time-frequency representations for heart murmur detection

scientific article published on 2 June 2010

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

scientific article

Feature selection for discrimination of fractionation levels in atrial electrograms

scientific article published in January 2014

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

scientific article published in August 2014

Functional data representation using correntropy locally linear embedding

scientific article published in August 2010

Functional relevant multichannel kernel adaptive filter for human activity analysis

scientific article published in May 2014

Identification and monitoring of brain activity based on stochastic relevance analysis of short-time EEG rhythms

scientific article published on 28 August 2014

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

scientific article published on January 2014

Improved parametric estimation of time frequency representations for cardiac murmur discrimination

scientific article published in September 2008

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

scientific article published in January 2012

Improvement of an extended Kalman filter power line interference suppressor for ECG signals

scientific article published in September 2007

Influence of Patient-Specific Head Modeling on EEG Source Imaging

scientific article published on 03 April 2020

Influence of anisotropic white matter modeling on EEG source localization

scientific article published on August 2014

Influence of delay time on regularity estimation for voice pathology detection

scientific article published in January 2012

Kernel based hand gesture recognition using kinect sensor

scientific article published in September 2012

Kernel spectral clustering for dynamic data using multiple kernel learning

scientific article published in August 2013

Kernel-Based Feature Relevance Analysis for ECG Beat Classification

scientific article published in 2015

Kernel-based atlas image selection for brain tissue segmentation

scientific article published on January 2014

Local binary fitting energy solution by graph cuts for MRI segmentation

scientific article published in January 2013

Locally linear embedding based on correntropy measure for visualization and classification

scientific article published in March 2012

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

scientific article published in 2011

Motor imagery classification using feature relevance analysis: An Emotiv-based BCI system

scientific article published in September 2014

Multiobjective optimization-based design of wearable electrocardiogram monitoring systems.

scientific article published in January 2014

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

scientific article published in 2015

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

scientific article published in 2013

Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering.

scientific article published in January 2013

Novel signal-dependent filter bank method for identification of multiple basal ganglia nuclei in Parkinsonian patients

scientific article

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

scientific article published on January 2011

On improvement of detection of Obstructive Sleep Apnea by partial least square-based extraction of dynamic features

scientific article published in January 2010

Optimization of Cost Sensitive Models to Improve Prediction of Molecular Functions

scientific article published in 2014

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

scientific article published in September 2012

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

scientific article published on 26 February 2013

Predictability of protein subcellular locations by pattern recognition techniques

scientific article published in August 2010

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

scientific article published in January 2011

Quantifying image distortion based on Gabor filter bank and multiple regression analysis

scientific article published on 22 January 2012

Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints

scientific article published in August 2014

Reduction of irrelevant and redundant data from TFRs for EEG signal classification.

scientific article published in January 2010

Relevance and redundancy analysis of PCG signals in the detection of heart murmurs by ANOVA

scientific article published in September 2012

Selection of Dynamic Features Based on Time–Frequency Representations for Heart Murmur Detection from Phonocardiographic Signals

scientific article published on 17 November 2009

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

scientific article published on 21 February 2011

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

scientific article published in February 2013

Silhouette classification by using manifold learning for automated threat detection

scientific article published in October 2013

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

scientific article published in 2015

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

scientific article published in January 2011

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

scientific article published on 3 June 2015

Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation

scientific article published in 2015

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

scientific article published in January 2013

Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric

scientific article published in 2015

TFR-based feature extraction using PCA approaches for discrimination of heart murmurs.

scientific article published in January 2009

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

scientific article published in January 2014

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

scientific article published in August 2014

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

scientific article published in 2015

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

scientific article published in March 2015

Training using short-time features for OSA discrimination.

scientific article

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

scientific article published on 31 January 2009

Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering.

scientific article published on 4 June 2012

Unsupervised feature selection in cardiac arrhythmias analysis

scientific article published in January 2009

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

scientific article published in January 2014

Visualization and synthesis of data using manifold learning based on Locally Linear Embedding

scientific article published in May 2011

Wearable and superhydrophobic hardware for ambulatory biopotential acquisition.

scientific article published in January 2013

Weighted Filtering for Neural Activity Reconstruction Under Time Varying Constraints

scientific article published in 2015

Weighted-PCA for unsupervised classification of cardiac arrhythmias.

scientific article published in January 2010

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

scientific article published in 2015

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