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Unsupervised and Computationally Lightweight Spectrum Sensing in IoT Devices

Engineering proceedings, 2022-11, Vol.27 (1), p.76

2022

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High-density mapping of the average complex interval helps localizing atrial fibrillation drivers and predicts catheter ablation outcomes

Frontiers in cardiovascular medicine, 2023-08, Vol.10, p.1145894-1145894

2023

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Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast With Algebraic Optimal Step Size

IEEE transaction on neural networks and learning systems, 2010-02, Vol.21 (2), p.248-261

2010

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Fusion Methods for Biosignal Analysis: Theory and Applications

Computational Intelligence and Neuroscience, 2017-01, Vol.2017, p.1-2

2017

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LDA via L1-PCA of Whitened Data

IEEE transactions on signal processing, 2020, Vol.68, p.225-240

2020

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On the Link Between L1-PCA and ICA

IEEE transactions on pattern analysis and machine intelligence, 2017-03, Vol.39 (3), p.515-528

2017

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Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models

IEEE transactions on signal processing, 2020, Vol.68, p.5230-5243

2020

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Auxiliary-Function-Based Independent Component Analysis for Super-Gaussian Sources

Latent Variable Analysis and Signal Separation, 2010, p.165-172

2010

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Identification of spatiotemporal dispersion electrograms in atrial fibrillation ablation using machine learning: A comparative study

Biomedical signal processing and control, 2022-02, Vol.72, p.103269, Article 103269

2022

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Respiratory Waveform Estimation From Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis

IEEE journal of biomedical and health informatics, 2019-07, Vol.23 (4), p.1507-1515

2019

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Association between circadian Holter ECG changes and sudden cardiac death in patients with Chagas heart disease

Physiological measurement, 2020-03, Vol.41 (2), p.025006

2020

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Unsupervised Common Spatial Patterns

IEEE transactions on neural systems and rehabilitation engineering, 2019-10, Vol.27 (10), p.2135-2144

2019

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L1-norm unsupervised Fukunaga-Koontz transform

Signal processing, 2021-05, Vol.182, p.107942, Article 107942

2021

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Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints

IEEE journal of biomedical and health informatics, 2022-04, Vol.26 (4), p.1538-1548

2022

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Unsupervised Classification of Array Data Based on the L1-Norm

2018 52nd Asilomar Conference on Signals, Systems, and Computers, 2018, p.343-176

2018

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Spatial Variability of the 12-Lead Surface ECG as a Tool for Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation

IEEE transactions on biomedical engineering, 2013-01, Vol.60 (1), p.20-27

2013

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Time-varying assessment of heart rate variability parameters using respiratory information

Computers in biology and medicine, 2017-10, Vol.89, p.355-367

2017

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Alternating group lasso for block-term tensor decomposition with application to ECG source separation

IEEE transactions on signal processing, 2020-04, Vol.68, p.2682-2696

2020

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Atrial activity extraction for atrial fibrillation analysis using blind source separation

IEEE transactions on biomedical engineering, 2004-07, Vol.51 (7), p.1176-1186

2004

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Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation

IEEE transactions on signal processing, 2020, Vol.68, p.2682-2696

2020

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Riemannian Geometry Applied to BCI Classification

Latent Variable Analysis and Signal Separation, 2010, p.629-636

2010

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Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation

IEEE transactions on biomedical engineering, 2001-01, Vol.48 (1), p.12-18

2001

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A Contrast Function for Independent Component Analysis Without Permutation Ambiguity

IEEE transaction on neural networks and learning systems, 2010-05, Vol.21 (5), p.863-868

2010

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Optimal Step-Size Constant Modulus Algorithm

IEEE transactions on communications, 2008-01, Vol.56 (1), p.10-13

2008

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Spatiotemporal blind source separation approach to atrial activity estimation in atrial tachyarrhythmias

IEEE transactions on biomedical engineering, 2005-02, Vol.52 (2), p.258-267

2005

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Unsupervised and Computationally Lightweight Spectrum Sensing in IoT Devices

High-density mapping of the average complex interval helps localizing atrial fibrillation drivers and predicts catheter ablation outcomes

Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast With Algebraic Optimal Step Size

Fusion Methods for Biosignal Analysis: Theory and Applications

LDA via L1-PCA of Whitened Data

On the Link Between L1-PCA and ICA

Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models

Auxiliary-Function-Based Independent Component Analysis for Super-Gaussian Sources

Identification of spatiotemporal dispersion electrograms in atrial fibrillation ablation using machine learning: A comparative study

Respiratory Waveform Estimation From Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis

Association between circadian Holter ECG changes and sudden cardiac death in patients with Chagas heart disease

Unsupervised Common Spatial Patterns

L1-norm unsupervised Fukunaga-Koontz transform

Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints

Unsupervised Classification of Array Data Based on the L1-Norm

Spatial Variability of the 12-Lead Surface ECG as a Tool for Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation

Time-varying assessment of heart rate variability parameters using respiratory information

Alternating group lasso for block-term tensor decomposition with application to ECG source separation

Atrial activity extraction for atrial fibrillation analysis using blind source separation

Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation

Riemannian Geometry Applied to BCI Classification

Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation

A Contrast Function for Independent Component Analysis Without Permutation Ambiguity

Optimal Step-Size Constant Modulus Algorithm

Spatiotemporal blind source separation approach to atrial activity estimation in atrial tachyarrhythmias

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