Foetal ECG extraction using blind source separation methods. - E. Bacharakis; Asoke K. Nandi; Vicente Zarzoso (EUSIPCO, 1996)

Fourth-order cumulant based blind source separation. - Asoke K. Nandi; Vicente Zarzoso (IEEE Signal Process. Lett., 1996)

Generalization of a maximum-likelihood approach to blind source separation. - Vicente Zarzoso; Asoke K. Nandi (EUSIPCO, 1998)

Blind source separation without optimization criteria? - Vicente Zarzoso; Asoke K. Nandi (ICASSP, 1999)

Blind separation of independent sources for virtually any source probability density function. - Vicente Zarzoso; Asoke K. Nandi (IEEE Trans. Signal Process., 1999)

Unified formulation of closed-form estimators for blind source separation in complex instantaneous linear mixtures. - Vicente Zarzoso; Asoke K. Nandi (EUSIPCO, 2000)

Unified formulation of closed-form estimators for blind source separation in real instantaneous linear mixtures. - Vicente Zarzoso; Asoke K. Nandi (ICASSP, 2000)

Adaptive blind source separation for virtually any source probability density function. - Vicente Zarzoso; Asoke K. Nandi (IEEE Trans. Signal Process., 2000)

Closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions. - Vicente Zarzoso; Asoke K. Nandi (ISSPA, 2001)

Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation. - Vicente Zarzoso; Asoke K. Nandi (IEEE Trans. Biomed. Eng., 2001)

Application of blind signal separation to WDM optical transmission monitoring. - Yumang Feng; Vicente Zarzoso; Asoke K. Nandi (EUSIPCO, 2002)

WDM monitoring using blind signal separation based on higher-order statistics. - Yumang Feng; Vicente Zarzoso; Asoke K. Nandi (DSP, 2002)

Blind identification and equalization of MIMO FIR channels based on second-order statistics and blind source separation. - Vicente Zarzoso; Asoke K. Nandi; J. I. García; Luis Vergara-Dominguez (DSP, 2002)

Closed-Form Estimators for Blind Separation of Sources - Part I: Real Mixtures. - Vicente Zarzoso; Asoke K. Nandi (Wirel. Pers. Commun., 2002)

Closed-Form Estimators for Blind Separation of Sources - Part II: Complex Mixtures. - Vicente Zarzoso; Asoke K. Nandi (Wirel. Pers. Commun., 2002)

Exploiting independence for co-channel interference cancellation and symbol detection in multiuser digital communications. - Vicente Zarzoso (ISSPA (2), 2003)

Exploiting Spatiotemporal Information for Blind Atrial Activity Extraction in Atrial Arrhythmias. - Francisco Castells; Jorge Igual; Vicente Zarzoso; José Joaquín Rieta; José Millet (ICA, 2004)

Atrial activity extraction for atrial fibrillation analysis using blind source separation. - José Joaquín Rieta; Francisco Castells; César Sánchez 002; Vicente Zarzoso; José Millet (IEEE Trans. Biomed. Eng., 2004)

Blind channel equalization with algebraic optimal step size. - Vicente Zarzoso; Pierre Comon (EUSIPCO, 2005)

Independent component analysis with optimized pairwise processing. - Vicente Zarzoso; Juan José Murillo-Fuentes; Rafael Boloix-Tortosa; Asoke K. Nandi (EUSIPCO, 2005)

Semi-blind constant modulus equalization with optimal step size. - Vicente Zarzoso; Pierre Comon (ICASSP (3), 2005)

Spatiotemporal blind source separation approach to atrial activity estimation in atrial tachyarrhythmias. - Francisco Castells; José Joaquín Rieta; José Millet; Vicente Zarzoso (IEEE Trans. Biomed. Eng., 2005)

Blind and semi-blind equalization based on the constant power criterion. - Vicente Zarzoso; Pierre Comon (IEEE Trans. Signal Process., 2005)

How fast is FastICA? - Vicente Zarzoso; Pierre Comon; Mariem Kallel (EUSIPCO, 2006)

Optimal Pairwise Fourth-Order Independent Component Analysis. - Vicente Zarzoso; Juan José Murillo-Fuentes; Rafael Boloix-Tortosa; Asoke K. Nandi (IEEE Trans. Signal Process., 2006)

Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign. - Ronald Phlypo; Vicente Zarzoso; Pierre Comon; Yves D'Asseler; Ignace Lemahieu (ICA, 2007)

Comparative Speed Analysis of FastICA. - Vicente Zarzoso; Pierre Comon (ICA, 2007)

Atrial signal extraction in atrial fibrillation ECGs exploiting spatial constraints. - Pietro Bonizzi; Ronald Phlypo; Vicente Zarzoso; Olivier Meste; A. Fred (EUSIPCO, 2008)

Blind channel identification in Alamouti coded systems: a comparative study of eigendecomposition methods in indoor transmissions at 2.4 GHz. - Héctor J. Pérez-Iglesias; José Antonio García-Naya; Adriana Dapena; Luis Castedo; Vicente Zarzoso (Eur. Trans. Telecommun., 2008)

A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs. - Vicente Zarzoso; Ronald Phlypo; Pierre Comon (IEEE Signal Process. Lett., 2008)

Optimal Step-Size Constant Modulus Algorithm. - Vicente Zarzoso; Pierre Comon (IEEE Trans. Commun., 2008)

Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices. - Héctor J. Pérez-Iglesias; Daniel I. Iglesia; Adriana Dapena; Vicente Zarzoso (ICA, 2009)

Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization. - Jorge Igual; Jehad I. Ababneh; Raul Llinares; Julio Miró-Borrás; Vicente Zarzoso (ICANN (2), 2010)

A novel speech enhancement approach based on Singular Value Decomposition and Genetic Algorithm. - Amin Zehtabian; Hamid Hassanpour; Shahrokh Zehtabian; Vicente Zarzoso (SoCPaR, 2010)

Atrial activity estimation from atrial fibrillation ECGs by blind source extraction based on a conditional maximum likelihood approach. - Ronald Phlypo; Vicente Zarzoso; Ignace Lemahieu (Medical Biol. Eng. Comput., 2010)

Noninvasive Assessment of the Complexity and Stationarity of the Atrial Wavefront Patterns During Atrial Fibrillation. - Pietro Bonizzi; María de la Salud Guillem; Andreu M. Climent; José Millet; Vicente Zarzoso; Francisco Castells; Olivier Meste (IEEE Trans. Biomed. Eng., 2010)

Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size. - Vicente Zarzoso; Pierre Comon (IEEE Trans. Neural Networks, 2010)

A contrast function for independent component analysis without permutation ambiguity. - Vicente Zarzoso; Pierre Comon; Ronald Phlypo (IEEE Trans. Neural Networks, 2010)

Source extraction by maximizing the variance in the conditional distribution tails. - Ronald Phlypo; Vicente Zarzoso; Ignace Lemahieu (IEEE Trans. Signal Process., 2010)

Topographic imaging of the atrial electrical activity during atrial fibrillation for the analysis of uniform distributions of the surface electrical potentials. - Pietro Bonizzi; Olivier Meste; Vicente Zarzoso; Ronald L. Westra; Joël M. H. Karel; María de la Salud Guillem; Francisco Castells (EMBC, 2011)

Non-invasive prediction of catheter ablation outcome in persistent atrial fibrillation by exploiting the spatial diversity of surface ECG. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (EMBC, 2011)

Editorial: One Year as EiC, and Editorial-Board Changes at TNN. - Marco Baglietto; Lubica Benusková; Ivo Bukovsky; Tianping Chen; Tom Heskes; Kazushi Ikeda; Fakhri Karray; Rhee Man Kil; Robert Legenstein; Jinhu Lu; Yunqian Ma; Malik Magdon-Ismail; et al. (IEEE Trans. Neural Networks, 2011)

Predicting catheter ablation outcome in persistent atrial fibrillation using atrial dominant frequency and related spectral features. - Michele Garibaldi; Vicente Zarzoso; Decebal Gabriel Latcu; Nadir Saoudi (EMBC, 2012)

Multidimensional characterization of fibrillatory wave amplitude on surface ECG to describe catheter ablation impact on persistent atrial fibrillation. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (EMBC, 2012)

Nonnegative matrix factorization for noninvasive prediction of catheter ablation outcome in persistent atrial fibrillation. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (ICASSP, 2012)

Latent variable analysis and signal separation. - Vincent Vigneron; Vicente Zarzoso; Rémi Gribonval; Emmanuel Vincent 001 (Signal Process., 2012)

Independent component analysis based on first-order statistics. - Vicente Zarzoso; Rubén Martín-Clemente; Susana Hornillo-Mellado (Signal Process., 2012)

Blind channel estimation based on maximizing the eigenvalue spread of cumulant matrices in (2 × 1) Alamouti's coding schemes. - Adriana Dapena; Héctor J. Pérez-Iglesias; Vicente Zarzoso (Wirel. Commun. Mob. Comput., 2012)

A Survey of Kurtosis Optimization Schemes for MISO Source Separation and Equalization. - Marc Castella; Eric Moreau; Vicente Zarzoso (Advances in Heuristic Signal Processing and Applications, 2013)

Point Process Modeling of R-R Interval Dynamics during Atrial Fibrillation. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi; Riccardo Barbieri (CinC, 2013)

Exploiting intracardiac and surface recording modalities for atrial signal extraction in atrial fibrillation. - Michele Garibaldi; Vicente Zarzoso (EMBC, 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. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (EMBC, 2013)

Low-rank signal approximations with reduced error dispersion. - Vicente Zarzoso; Marianna Meo; Olivier Meste (EUSIPCO, 2013)

Catheter ablation outcome prediction in persistent atrial fibrillation using weighted principal component analysis. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (Biomed. Signal Process. Control., 2013)

Spatial Variability of the 12-Lead Surface ECG as a Tool for Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (IEEE Trans. Biomed. Eng., 2013)

Joint Entropy for Spatial Information Retrieval from Orthogonal Heart Planes Improves Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation. - Marianna Meo; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (CinC, 2014)

Detection of Channel Variations to Improve Channel Estimation Methods. - Adriana Dapena; José Antonio García-Naya; Paula Maria Castro; Vicente Zarzoso (Circuits Syst. Signal Process., 2014)

Parameter Estimation of a Mathematical Model Describing the Cardiovascular-Respiratory Interaction. - Layli S. Goldoozian; Antonio R. Hidalgo-Muñoz; Vicente Zarzoso; Edmond Zahedi (CinC, 2015)

F-wave Amplitude Stability on Multiple Electrocardiogram Leads in Atrial Fibrillation. - Marianna Meo; Antonio R. Hidalgo-Muñoz; Vicente Zarzoso; Olivier Meste; Decebal Gabriel Latcu; Nadir Saoudi (CinC, 2015)

Empirical mode decomposition of multiple ECG leads for catheter ablation long-term outcome prediction in persistent atrial fibrillation. - Antonio R. Hidalgo-Muñoz; Ana Maria Tomé; Decebal Gabriel Latcu; Vicente Zarzoso (EMBC, 2015)

Atrial signal extraction in atrial fibrillation electrocardiograms using a tensor decomposition approach. - Lucas N. Ribeiro; Antonio R. Hidalgo-Muñoz; Vicente Zarzoso (EMBC, 2015)

Empirical mode decomposition for noninvasive atrial fibrillation dominant frequency estimation. - Antonio R. Hidalgo-Muñoz; Ana Maria Tomé; Vicente Zarzoso (EUSIPCO, 2015)

A tensor decomposition approach to noninvasive atrial activity extraction in atrial fibrillation ECG. - Lucas N. Ribeiro; Antonio R. Hidalgo-Muñoz; Gérard Favier; João Cesar M. Mota; André L. F. de Almeida; Vicente Zarzoso (EUSIPCO, 2015)

Enhanced block term decomposition for atrial activity extraction in atrial fibrillation ECG. - Lucas N. Ribeiro; André Lima Férrer de Almeida; Vicente Zarzoso (SAM, 2016)

L1-PCA signal subspace identification for non-sphered data under the ICA model. - Rubén Martín-Clemente; Vicente Zarzoso (CAMSAP, 2017)

Parameter estimation in block term decomposition for noninvasive atrial fibrillation analysis. - Vicente Zarzoso (CAMSAP, 2017)

ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease. - Alex Chaves Alberto; Gabriel Azevedo Limeira; Roberto C. Pedrosa; Vicente Zarzoso; Jurandir Nadal (CinC, 2017)

Time-varying assessment of heart rate variability parameters using respiratory information. - Layli S. Goldoozian; Edmond Zahedi; Vicente Zarzoso (Comput. Biol. Medicine, 2017)

Spectral and spatiotemporal variability ECG parameters linked to catheter ablation outcome in persistent atrial fibrillation. - Antonio R. Hidalgo-Muñoz; Decebal Gabriel Latcu; Marianna Meo; Olivier Meste; Irina Popescu; Nadir Saoudi; Vicente Zarzoso (Comput. Biol. Medicine, 2017)

Fusion Methods for Biosignal Analysis: Theory and Applications. - Addisson Salazar; Vicente Zarzoso; Manuel Rosa-Zurera; Luis Vergara (Comput. Intell. Neurosci., 2017)

On the Link Between L1-PCA and ICA. - Rubén Martín-Clemente; Vicente Zarzoso (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Unsupervised Classification of Array Data Based on the L1-Norm. - Rubén Martín-Clemente; Vicente Zarzoso (ACSSC, 2018)

Temporal Stability of Block Term Decomposition in Noninvasive Atrial Fibrillation Analysis. - Pedro Marinho R. de Oliveira; Vicente Zarzoso (ACSSC, 2018)

Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation. - Pedro Marinho R. de Oliveira; Vicente Zarzoso (LVA/ICA, 2018)

Source Classification in Atrial Fibrillation Using a Machine Learning Approach. - Pedro Marinho R. de Oliveira; Vicente Zarzoso; Carlos Alexandre R. Fernandes (CinC, 2019)

Compressed sensing for the extraction of atrial fibrillation patterns from surface electrocardiograms. - Amina Ghrissi; Vicente Zarzoso (EUSIPCO, 2019)

Löwner-Based Tensor Decomposition for Blind Source Separation in Atrial Fibrillation ECGs. - Pedro Marinho R. de Oliveira; Vicente Zarzoso (EUSIPCO, 2019)

Respiratory Waveform Estimation From Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis. - Ailton Siqueira; Amanda Franco Spirandeli; Raimes Moraes; Vicente Zarzoso (IEEE J. Biomed. Health Informatics, 2019)

Tensor-Based Noninvasive Atrial Fibrillation Complexity Index For Catheter Ablation. - Lucas de S. Abdalah; Pedro Marinho R. de Oliveira; Walter da C. Freitas; Vicente Zarzoso (CinC, 2020)

Identification of Ablation Sites in Persistent Atrial Fibrillation Based on Spatiotemporal Dispersion of Electrograms Using Machine Learning. - Amina Ghrissi; Fabien Squara; Johan Montagnat; Vicente Zarzoso (CinC, 2020)

Automated Atrial Fibrillation Source Detection Using Shallow Convolutional Neural Networks. - Isac N. Lira; Pedro Marinho R. de Oliveira; Walter da C. Freitas; Vicente Zarzoso (CinC, 2020)

Detection of Cardiac Arrhythmias From Varied Length Multichannel Electrocardiogram Recordings Using Deep Convolutional Neural Networks. - Marwen Sallem; Amina Ghrissi; Adnen Saadaoui; Vicente Zarzoso (CinC, 2020)

Data Augmentation for Automatic Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Machine Learning. - Amina Ghrissi; Douglas Almonfrey; Rafael Costa de Almeida; Fabien Squara; Johan Montagnat; Vicente Zarzoso (EMBC, 2020)

Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Maximal Voltage Absolute Values. - Amina Ghrissi; Fabien Squara; Johan Montagnat; Vicente Zarzoso (EUSIPCO, 2020)

Coupled Tensor Model of Atrial Fibrillation ECG. - Pedro Marinho R. de Oliveira; Vicente Zarzoso; Carlos Alexandre R. Fernandes (EUSIPCO, 2020)

Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation. - José Henrique de Morais Goulart; Pedro Marinho R. de Oliveira; Rodrigo Cabral Farias; Vicente Zarzoso; Pierre Comon (IEEE Trans. Signal Process., 2020)

Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models. - Václav Kautský; Zbynek Koldovský; Petr Tichavský; Vicente Zarzoso (IEEE Trans. Signal Process., 2020)

LDA via L1-PCA of Whitened Data. - Rubén Martín-Clemente; Vicente Zarzoso (IEEE Trans. Signal Process., 2020)

L1-norm unsupervised Fukunaga-Koontz transform. - José Luis Camargo-Olivares; Rubén Martín-Clemente; Susana Hornillo-Mellado; Vicente Zarzoso (Signal Process., 2021)

Identification of spatiotemporal dispersion electrograms in atrial fibrillation ablation using machine learning: A comparative study. - Amina Ghrissi; Douglas Almonfrey; Fabien Squara; Johan Montagnat; Vicente Zarzoso (Biomed. Signal Process. Control., 2022)

Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints. - Pedro Marinho R. de Oliveira; José Henrique de Morais Goulart; Carlos Alexandre R. Fernandes; Vicente Zarzoso (IEEE J. Biomed. Health Informatics, 2022)

Identifying Spatiotemporal Dispersion in Catheter Ablation of Persistent Atrial Fibrillation: A Comparative Study of Machine Learning Techniques Using Both Real and Realistic Synthetic Multipolar Electrograms. - Sara Frusone; Rafael Costa de Almeida; Douglas Almonfrey; Fabien Squara; Vicente Zarzoso (CinC, 2023)

Semi-blind receivers based on a coupled nested Tucker-PARAFAC model for dual-polarized MIMO systems using combined TST and MSMKron codings. - Maria F. K. B. Couras; Pablo H. U. de Pinho; Gérard Favier; Vicente Zarzoso; André L. F. de Almeida; João P. J. da Costa (Digit. Signal Process., 2023)

Local Activation Identification in Persistent Atrial Fibrillation Intracardiac EGM Signals for Automatic Spatio-temporal Dispersion Pattern Recognition. - Sara Frusone; Rafael Costa de Almeida; Fabien Squara; Vicente Zarzoso (EMBC, 2024)

Electrogram Fractionation Metrics in Spatio-Temporal Dispersion Based Catheter Ablation of Persistent Atrial Fibrillation. - Sara Frusone; Rafael Costa de Almeida; Fabien Squara; Vicente Zarzoso (EUSIPCO, 2024)