Vicente Zarzoso

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 30

Top Topics

Atrial Fibrillation

Convolutional Neural Networks

Source Separation

Heart Rate Variability

Top Venues

IEEE Trans. Signal Process.

Publications

Sara Frusone, Rafael Costa de Almeida, Douglas Almonfrey, Fabien Squara, Vicente Zarzoso
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. CinC (2023)
Maria F. K. B. Couras, Pablo H. U. de Pinho, Gérard Favier, Vicente Zarzoso, André L. F. de Almeida, João P. J. da Costa
Semi-blind receivers based on a coupled nested Tucker-PARAFAC model for dual-polarized MIMO systems using combined TST and MSMKron codings. Digit. Signal Process. 137 (2023)
Pedro Marinho R. de Oliveira, José Henrique de Morais Goulart, Carlos Alexandre R. Fernandes, Vicente Zarzoso
Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Amina Ghrissi, Douglas Almonfrey, Fabien Squara, Johan Montagnat, Vicente Zarzoso
Identification of spatiotemporal dispersion electrograms in atrial fibrillation ablation using machine learning: A comparative study. Biomed. Signal Process. Control. 72 (Part) (2022)
José Luis Camargo-Olivares, Rubén Martín-Clemente, Susana Hornillo-Mellado, Vicente Zarzoso
L1-norm unsupervised Fukunaga-Koontz transform. Signal Process. 182 (2021)
Václav Kautský, Zbynek Koldovský, Petr Tichavský, Vicente Zarzoso
Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models. IEEE Trans. Signal Process. 68 (2020)
Amina Ghrissi, Fabien Squara, Johan Montagnat, Vicente Zarzoso
Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Maximal Voltage Absolute Values. EUSIPCO (2020)
Marwen Sallem, Amina Ghrissi, Adnen Saadaoui, Vicente Zarzoso
Detection of Cardiac Arrhythmias From Varied Length Multichannel Electrocardiogram Recordings Using Deep Convolutional Neural Networks. CinC (2020)
Rubén Martín-Clemente, Vicente Zarzoso
LDA via L1-PCA of Whitened Data. IEEE Trans. Signal Process. 68 (2020)
José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon
Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation. IEEE Trans. Signal Process. 68 (2020)
Pedro Marinho R. de Oliveira, Vicente Zarzoso, Carlos Alexandre R. Fernandes
Coupled Tensor Model of Atrial Fibrillation ECG. EUSIPCO (2020)
Isac N. Lira, Pedro Marinho R. de Oliveira, Walter Freitas, Vicente Zarzoso
Automated Atrial Fibrillation Source Detection Using Shallow Convolutional Neural Networks. CinC (2020)
Amina Ghrissi, Douglas Almonfrey, Rafael Costa de Almeida, Fabien Squara, Johan Montagnat, Vicente Zarzoso
Data Augmentation for Automatic Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Machine Learning. EMBC (2020)
Amina Ghrissi, Fabien Squara, Johan Montagnat, Vicente Zarzoso
Identification of Ablation Sites in Persistent Atrial Fibrillation Based on Spatiotemporal Dispersion of Electrograms Using Machine Learning. CinC (2020)
Lucas de S. Abdalah, Pedro Marinho R. de Oliveira, Walter Freitas, Vicente Zarzoso
Tensor-Based Noninvasive Atrial Fibrillation Complexity Index For Catheter Ablation. CinC (2020)
Pedro Marinho R. de Oliveira, Vicente Zarzoso, Carlos Alexandre R. Fernandes
Source Classification in Atrial Fibrillation Using a Machine Learning Approach. CinC (2019)
Ailton Siqueira, Amanda Franco Spirandeli, Raimes Moraes, Vicente Zarzoso
Respiratory Waveform Estimation From Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Amina Ghrissi, Vicente Zarzoso
Compressed sensing for the extraction of atrial fibrillation patterns from surface electrocardiograms. EUSIPCO (2019)
Pedro Marinho R. de Oliveira, Vicente Zarzoso
Löwner-Based Tensor Decomposition for Blind Source Separation in Atrial Fibrillation ECGs. EUSIPCO (2019)
Pedro Marinho R. de Oliveira, Vicente Zarzoso
Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation. LVA/ICA (2018)
Pedro Marinho R. de Oliveira, Vicente Zarzoso
Temporal Stability of Block Term Decomposition in Noninvasive Atrial Fibrillation Analysis. ACSSC (2018)
Rubén Martín-Clemente, Vicente Zarzoso
Unsupervised Classification of Array Data Based on the L1-Norm. ACSSC (2018)
Addisson Salazar, Vicente Zarzoso, Manuel Rosa-Zurera, Luis Vergara
Fusion Methods for Biosignal Analysis: Theory and Applications. Comput. Intell. Neurosci. 2017 (2017)
Rubén Martín-Clemente, Vicente Zarzoso
L1-PCA signal subspace identification for non-sphered data under the ICA model. CAMSAP (2017)
Rubén Martín-Clemente, Vicente Zarzoso
On the Link Between L1-PCA and ICA. IEEE Trans. Pattern Anal. Mach. Intell. 39 (3) (2017)
Vicente Zarzoso
Parameter estimation in block term decomposition for noninvasive atrial fibrillation analysis. CAMSAP (2017)
Alex Chaves Alberto, Gabriel Azevedo Limeira, Roberto Coury Pedrosa, Vicente Zarzoso, Jurandir Nadal
ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease. CinC (2017)
Antonio R. Hidalgo-Muñoz, Decebal Gabriel Latcu, Marianna Meo, Olivier Meste, Irina Popescu, Nadir Saoudi, Vicente Zarzoso
Spectral and spatiotemporal variability ECG parameters linked to catheter ablation outcome in persistent atrial fibrillation. Comput. Biol. Medicine 88 (2017)
Layli S. Goldoozian, Edmond Zahedi, Vicente Zarzoso
Time-varying assessment of heart rate variability parameters using respiratory information. Comput. Biol. Medicine 89 (2017)
Lucas N. Ribeiro, André Lima Férrer de Almeida, Vicente Zarzoso
Enhanced block term decomposition for atrial activity extraction in atrial fibrillation ECG. SAM (2016)
Antonio R. Hidalgo-Muñoz, Ana Maria Tomé, Decebal Gabriel Latcu, Vicente Zarzoso
Empirical mode decomposition of multiple ECG leads for catheter ablation long-term outcome prediction in persistent atrial fibrillation. EMBC (2015)
Layli S. Goldoozian, Antonio R. Hidalgo-Muñoz, Vicente Zarzoso, Edmond Zahedi
Parameter Estimation of a Mathematical Model Describing the Cardiovascular-Respiratory Interaction. CinC (2015)
Lucas N. Ribeiro, Antonio R. Hidalgo-Muñoz, Gérard Favier, João Cesar M. Mota, André L. F. de Almeida, Vicente Zarzoso
A tensor decomposition approach to noninvasive atrial activity extraction in atrial fibrillation ECG. EUSIPCO (2015)
Marianna Meo, Antonio R. Hidalgo-Muñoz, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
F-wave Amplitude Stability on Multiple Electrocardiogram Leads in Atrial Fibrillation. CinC (2015)
Lucas N. Ribeiro, Antonio R. Hidalgo-Muñoz, Vicente Zarzoso
Atrial signal extraction in atrial fibrillation electrocardiograms using a tensor decomposition approach. EMBC (2015)
Antonio R. Hidalgo-Muñoz, Ana Maria Tomé, Vicente Zarzoso
Empirical mode decomposition for noninvasive atrial fibrillation dominant frequency estimation. EUSIPCO (2015)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
Joint Entropy for Spatial Information Retrieval from Orthogonal Heart Planes Improves Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation. CinC (2014)
Adriana Dapena, José Antonio García-Naya, Paula Maria Castro, Vicente Zarzoso
Detection of Channel Variations to Improve Channel Estimation Methods. Circuits Syst. Signal Process. 33 (8) (2014)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
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. 60 (1) (2013)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
Noninvasive prediction of catheter ablation acute outcome in persistent atrial fibrillation based on logistic regression of ECG fibrillatory wave amplitude and spatio-temporal variability. EMBC (2013)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi, Riccardo Barbieri
Point Process Modeling of R-R Interval Dynamics during Atrial Fibrillation. CinC (2013)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
Catheter ablation outcome prediction in persistent atrial fibrillation using weighted principal component analysis. Biomed. Signal Process. Control. 8 (6) (2013)
Michele Garibaldi, Vicente Zarzoso
Exploiting intracardiac and surface recording modalities for atrial signal extraction in atrial fibrillation. EMBC (2013)
Vicente Zarzoso, Marianna Meo, Olivier Meste
Low-rank signal approximations with reduced error dispersion. EUSIPCO (2013)
Vincent Vigneron, Vicente Zarzoso, Rémi Gribonval, Emmanuel Vincent
Latent variable analysis and signal separation. Signal Process. 92 (8) (2012)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
Multidimensional characterization of fibrillatory wave amplitude on surface ECG to describe catheter ablation impact on persistent atrial fibrillation. EMBC (2012)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
Nonnegative matrix factorization for noninvasive prediction of catheter ablation outcome in persistent atrial fibrillation. ICASSP (2012)
Adriana Dapena, Héctor J. Pérez-Iglesias, Vicente Zarzoso
Blind channel estimation based on maximizing the eigenvalue spread of cumulant matrices in (2 × 1) Alamouti's coding schemes. Wirel. Commun. Mob. Comput. 12 (6) (2012)
Michele Garibaldi, Vicente Zarzoso, Decebal Gabriel Latcu, Nadir Saoudi
Predicting catheter ablation outcome in persistent atrial fibrillation using atrial dominant frequency and related spectral features. EMBC (2012)
Vicente Zarzoso, Rubén Martín-Clemente, Susana Hornillo-Mellado
Independent component analysis based on first-order statistics. Signal Process. 92 (8) (2012)
Pietro Bonizzi, Olivier Meste, Vicente Zarzoso, Ronald L. Westra, Joël M. H. Karel, María de la Salud Guillem, Francisco Castells
Topographic imaging of the atrial electrical activity during atrial fibrillation for the analysis of uniform distributions of the surface electrical potentials. EMBC (2011)
Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi
Non-invasive prediction of catheter ablation outcome in persistent atrial fibrillation by exploiting the spatial diversity of surface ECG. EMBC (2011)
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, Michael G. Paulin, Robi Polikar, Danil V. Prokhorov, Marco A. Wiering, Vicente Zarzoso
Editorial: One Year as EiC, and Editorial-Board Changes at TNN. IEEE Trans. Neural Networks 22 (1) (2011)
Pietro Bonizzi, María de la Salud Guillem, Andreu M. Climent, José Millet, Vicente Zarzoso, Francisco Castells, Olivier Meste
Noninvasive Assessment of the Complexity and Stationarity of the Atrial Wavefront Patterns During Atrial Fibrillation. IEEE Trans. Biomed. Eng. 57 (9) (2010)
Amin Zehtabian, Hamid Hassanpour, Shahrokh Zehtabian, Vicente Zarzoso
A novel speech enhancement approach based on Singular Value Decomposition and Genetic Algorithm. SoCPaR (2010)
Vicente Zarzoso, Pierre Comon
Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size. IEEE Trans. Neural Networks 21 (2) (2010)
Ronald Phlypo, Vicente Zarzoso, Ignace Lemahieu
Source extraction by maximizing the variance in the conditional distribution tails. IEEE Trans. Signal Process. 58 (1) (2010)
Jorge Igual, Jehad I. Ababneh, Raul Llinares, Julio Miró-Borrás, Vicente Zarzoso
Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization. ICANN (2) (2010)
Vicente Zarzoso, Pierre Comon, Ronald Phlypo
A contrast function for independent component analysis without permutation ambiguity. IEEE Trans. Neural Networks 21 (5) (2010)
Ronald Phlypo, Vicente Zarzoso, Ignace Lemahieu
Atrial activity estimation from atrial fibrillation ECGs by blind source extraction based on a conditional maximum likelihood approach. Medical Biol. Eng. Comput. 48 (5) (2010)
Héctor J. Pérez-Iglesias, Daniel I. Iglesia, Adriana Dapena, Vicente Zarzoso
Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices. ICA (2009)
Vicente Zarzoso, Pierre Comon
Optimal Step-Size Constant Modulus Algorithm. IEEE Trans. Commun. 56 (1) (2008)
Héctor J. Pérez-Iglesias, José Antonio García-Naya, Adriana Dapena, Luis Castedo, Vicente Zarzoso
Blind channel identification in Alamouti coded systems: a comparative study of eigendecomposition methods in indoor transmissions at 2.4 GHz. Eur. Trans. Telecommun. 19 (7) (2008)
Pietro Bonizzi, Ronald Phlypo, Vicente Zarzoso, Olivier Meste, A. Fred
Atrial signal extraction in atrial fibrillation ECGs exploiting spatial constraints. EUSIPCO (2008)
Vicente Zarzoso, Ronald Phlypo, Pierre Comon
A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs. IEEE Signal Process. Lett. 15 (2008)
Vicente Zarzoso, Pierre Comon
Comparative Speed Analysis of FastICA. ICA (2007)
Ronald Phlypo, Vicente Zarzoso, Pierre Comon, Yves D'Asseler, Ignace Lemahieu
Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign. ICA (2007)
Vicente Zarzoso, Pierre Comon, Mariem Kallel
How fast is FastICA? EUSIPCO (2006)
Vicente Zarzoso, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke K. Nandi
Optimal Pairwise Fourth-Order Independent Component Analysis. IEEE Trans. Signal Process. 54 (8) (2006)
Vicente Zarzoso, Juan José Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke K. Nandi
Independent component analysis with optimized pairwise processing. EUSIPCO (2005)
Vicente Zarzoso, Pierre Comon
Blind and semi-blind equalization based on the constant power criterion. IEEE Trans. Signal Process. 53 (11) (2005)
Francisco Castells, José Joaquín Rieta, José Millet, Vicente Zarzoso
Spatiotemporal blind source separation approach to atrial activity estimation in atrial tachyarrhythmias. IEEE Trans. Biomed. Eng. 52 (2) (2005)
Vicente Zarzoso, Pierre Comon
Blind channel equalization with algebraic optimal step size. EUSIPCO (2005)
Vicente Zarzoso, Pierre Comon
Semi-blind constant modulus equalization with optimal step size. ICASSP (3) (2005)
Francisco Castells, Jorge Igual, Vicente Zarzoso, José Joaquín Rieta, José Millet
Exploiting Spatiotemporal Information for Blind Atrial Activity Extraction in Atrial Arrhythmias. ICA (2004)
José Joaquín Rieta, Francisco Castells, César Sánchez, Vicente Zarzoso, José Millet
Atrial activity extraction for atrial fibrillation analysis using blind source separation. IEEE Trans. Biomed. Eng. 51 (7) (2004)
Vicente Zarzoso
Exploiting independence for co-channel interference cancellation and symbol detection in multiuser digital communications. ISSPA (2) (2003)
Yumang Feng, Vicente Zarzoso, Asoke K. Nandi
Application of blind signal separation to WDM optical transmission monitoring. EUSIPCO (2002)
Yumang Feng, Vicente Zarzoso, Asoke K. Nandi
WDM monitoring using blind signal separation based on higher-order statistics. DSP (2002)
Vicente Zarzoso, Asoke K. Nandi
Closed-Form Estimators for Blind Separation of Sources - Part I: Real Mixtures. Wirel. Pers. Commun. 21 (1) (2002)
Vicente Zarzoso, Asoke K. Nandi, J. I. Garcia, Luis Vergara-Dominguez
Blind identification and equalization of MIMO FIR channels based on second-order statistics and blind source separation. DSP (2002)
Vicente Zarzoso, Asoke K. Nandi
Closed-Form Estimators for Blind Separation of Sources - Part II: Complex Mixtures. Wirel. Pers. Commun. 21 (1) (2002)
Vicente Zarzoso, Asoke K. Nandi
Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation. IEEE Trans. Biomed. Eng. 48 (1) (2001)
Vicente Zarzoso, Asoke K. Nandi
Closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions. ISSPA (2001)
Vicente Zarzoso, Asoke K. Nandi
Adaptive blind source separation for virtually any source probability density function. IEEE Trans. Signal Process. 48 (2) (2000)
Vicente Zarzoso, Asoke K. Nandi
Unified formulation of closed-form estimators for blind source separation in real instantaneous linear mixtures. ICASSP (2000)
Vicente Zarzoso, Asoke K. Nandi
Unified formulation of closed-form estimators for blind source separation in complex instantaneous linear mixtures. EUSIPCO (2000)
Vicente Zarzoso, Asoke K. Nandi
Blind source separation without optimization criteria? ICASSP (1999)
Vicente Zarzoso, Asoke K. Nandi
Blind separation of independent sources for virtually any source probability density function. IEEE Trans. Signal Process. 47 (9) (1999)
Vicente Zarzoso, Asoke K. Nandi
Generalization of a maximum-likelihood approach to blind source separation. EUSIPCO (1998)
E. Bacharakis, Asoke K. Nandi, Vicente Zarzoso
Foetal ECG extraction using blind source separation methods. EUSIPCO (1996)
Asoke K. Nandi, Vicente Zarzoso
Fourth-order cumulant based blind source separation. IEEE Signal Process. Lett. 3 (12) (1996)