Vicente Zarzoso

According to our database1, Vicente Zarzoso authored at least 80 papers between 1996 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
LDA via L1-PCA of Whitened Data.
IEEE Trans. Signal Process., 2020

Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models.
IEEE Trans. Signal Process., 2020

Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation.
IEEE Trans. Signal Process., 2020

Coupled Tensor Model of Atrial Fibrillation ECG.
Proceedings of the 28th European Signal Processing Conference, 2020

Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Maximal Voltage Absolute Values.
Proceedings of the 28th European Signal Processing Conference, 2020

Data Augmentation for Automatic Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Machine Learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Respiratory Waveform Estimation From Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis.
IEEE J. Biomed. Health Informatics, 2019

Löwner-Based Tensor Decomposition for Blind Source Separation in Atrial Fibrillation ECGs.
Proceedings of the 27th European Signal Processing Conference, 2019

Compressed sensing for the extraction of atrial fibrillation patterns from surface electrocardiograms.
Proceedings of the 27th European Signal Processing Conference, 2019

Source Classification in Atrial Fibrillation Using a Machine Learning Approach.
Proceedings of the 46th Computing in Cardiology, 2019

2018
Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Temporal Stability of Block Term Decomposition in Noninvasive Atrial Fibrillation Analysis.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Unsupervised Classification of Array Data Based on the L1-Norm.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
On the Link Between L1-PCA and ICA.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Fusion Methods for Biosignal Analysis: Theory and Applications.
Comput. Intell. Neurosci., 2017

Spectral and spatiotemporal variability ECG parameters linked to catheter ablation outcome in persistent atrial fibrillation.
Comput. Biol. Medicine, 2017

Time-varying assessment of heart rate variability parameters using respiratory information.
Comput. Biol. Medicine, 2017

ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease.
Proceedings of the Computing in Cardiology, 2017

Parameter estimation in block term decomposition for noninvasive atrial fibrillation analysis.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

L1-PCA signal subspace identification for non-sphered data under the ICA model.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Enhanced block term decomposition for atrial activity extraction in atrial fibrillation ECG.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015
A tensor decomposition approach to noninvasive atrial activity extraction in atrial fibrillation ECG.
Proceedings of the 23rd European Signal Processing Conference, 2015

Empirical mode decomposition for noninvasive atrial fibrillation dominant frequency estimation.
Proceedings of the 23rd European Signal Processing Conference, 2015

Atrial signal extraction in atrial fibrillation electrocardiograms using a tensor decomposition approach.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Empirical mode decomposition of multiple ECG leads for catheter ablation long-term outcome prediction in persistent atrial fibrillation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

F-wave Amplitude Stability on Multiple Electrocardiogram Leads in Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2015

Parameter Estimation of a Mathematical Model Describing the Cardiovascular-Respiratory Interaction.
Proceedings of the Computing in Cardiology, 2015

2014
Detection of Channel Variations to Improve Channel Estimation Methods.
Circuits Syst. Signal Process., 2014

Joint Entropy for Spatial Information Retrieval from Orthogonal Heart Planes Improves Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Spatial Variability of the 12-Lead Surface ECG as a Tool for Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation.
IEEE Trans. Biomed. Eng., 2013

Catheter ablation outcome prediction in persistent atrial fibrillation using weighted principal component analysis.
Biomed. Signal Process. Control., 2013

Low-rank signal approximations with reduced error dispersion.
Proceedings of the 21st European Signal Processing Conference, 2013

Noninvasive prediction of catheter ablation acute outcome in persistent atrial fibrillation based on logistic regression of ECG fibrillatory wave amplitude and spatio-temporal variability.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Exploiting intracardiac and surface recording modalities for atrial signal extraction in atrial fibrillation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Point Process Modeling of R-R Interval Dynamics during Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2013

A Survey of Kurtosis Optimization Schemes for MISO Source Separation and Equalization.
Proceedings of the Advances in Heuristic Signal Processing and Applications, 2013

2012
Blind channel estimation based on maximizing the eigenvalue spread of cumulant matrices in (2 × 1) Alamouti's coding schemes.
Wirel. Commun. Mob. Comput., 2012

Independent component analysis based on first-order statistics.
Signal Process., 2012

Latent variable analysis and signal separation.
Signal Process., 2012

Nonnegative matrix factorization for noninvasive prediction of catheter ablation outcome in persistent atrial fibrillation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multidimensional characterization of fibrillatory wave amplitude on surface ECG to describe catheter ablation impact on persistent atrial fibrillation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Predicting catheter ablation outcome in persistent atrial fibrillation using atrial dominant frequency and related spectral features.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Editorial: One Year as EiC, and Editorial-Board Changes at TNN.
IEEE Trans. Neural Networks, 2011

Non-invasive prediction of catheter ablation outcome in persistent atrial fibrillation by exploiting the spatial diversity of surface ECG.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Topographic imaging of the atrial electrical activity during atrial fibrillation for the analysis of uniform distributions of the surface electrical potentials.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Source extraction by maximizing the variance in the conditional distribution tails.
IEEE Trans. Signal Process., 2010

A contrast function for independent component analysis without permutation ambiguity.
IEEE Trans. Neural Networks, 2010

Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size.
IEEE Trans. Neural Networks, 2010

Noninvasive Assessment of the Complexity and Stationarity of the Atrial Wavefront Patterns During Atrial Fibrillation.
IEEE Trans. Biomed. Eng., 2010

Atrial activity estimation from atrial fibrillation ECGs by blind source extraction based on a conditional maximum likelihood approach.
Medical Biol. Eng. Comput., 2010

A novel speech enhancement approach based on Singular Value Decomposition and Genetic Algorithm.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization.
Proceedings of the Artificial Neural Networks, 2010

2009
Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

2008
Optimal Step-Size Constant Modulus Algorithm.
IEEE Trans. Commun., 2008

A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs.
IEEE Signal Process. Lett., 2008

Blind channel identification in Alamouti coded systems: a comparative study of eigendecomposition methods in indoor transmissions at 2.4 GHz.
Eur. Trans. Telecommun., 2008

Atrial signal extraction in atrial fibrillation ECGs exploiting spatial constraints.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Comparative Speed Analysis of FastICA.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
Optimal Pairwise Fourth-Order Independent Component Analysis.
IEEE Trans. Signal Process., 2006

How fast is FastICA?
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Spatiotemporal blind source separation approach to atrial activity estimation in atrial tachyarrhythmias.
IEEE Trans. Biomed. Eng., 2005

Semi-blind constant modulus equalization with optimal step size.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Independent component analysis with optimized pairwise processing.
Proceedings of the 13th European Signal Processing Conference, 2005

Blind channel equalization with algebraic optimal step size.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Atrial activity extraction for atrial fibrillation analysis using blind source separation.
IEEE Trans. Biomed. Eng., 2004

Exploiting Spatiotemporal Information for Blind Atrial Activity Extraction in Atrial Arrhythmias.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Exploiting independence for co-channel interference cancellation and symbol detection in multiuser digital communications.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
Closed-Form Estimators for Blind Separation of Sources - Part II: Complex Mixtures.
Wirel. Pers. Commun., 2002

Closed-Form Estimators for Blind Separation of Sources - Part I: Real Mixtures.
Wirel. Pers. Commun., 2002

Application of blind signal separation to WDM optical transmission monitoring.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation.
IEEE Trans. Biomed. Eng., 2001

Closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

2000
Adaptive blind source separation for virtually any source probability density function.
IEEE Trans. Signal Process., 2000

Unified formulation of closed-form estimators for blind source separation in real instantaneous linear mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2000

Unified formulation of closed-form estimators for blind source separation in complex instantaneous linear mixtures.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Blind separation of independent sources for virtually any source probability density function.
IEEE Trans. Signal Process., 1999

Blind source separation without optimization criteria?
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Generalization of a maximum-likelihood approach to blind source separation.
Proceedings of the 9th European Signal Processing Conference, 1998

1996
Foetal ECG extraction using blind source separation methods.
Proceedings of the 8th European Signal Processing Conference, 1996


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