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Independent component analysis: An introduction

Applied computing & informatics, 2021-04, Vol.17 (2), p.222-249

Tharwat, Alaa

2021

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Implementation of FastICA on DSP for Blind Source Separation

Procedia engineering, 2012, Vol.29, p.4228-4233

2012

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A Nonorthogonal Approximate Joint Diagonalization Method Excluding Degenerate Solution for Blind Source Separation

Journal of computational and theoretical nanoscience, 2014-02, Vol.11 (2), p.353-357

2014

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Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction

IEEE transaction on neural networks and learning systems, 2016-11, Vol.27 (11), p.2426-2439

2016

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Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

Proceedings of the IEEE, 2016-02, Vol.104 (2), p.310-331

2016

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Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model

IEEE transactions on audio, speech, and language processing, 2010-09, Vol.18 (7), p.1830-1840

2010

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Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation

IEEE transactions on audio, speech, and language processing, 2010-03, Vol.18 (3), p.550-563

2010

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Underdetermined Convolutive Blind Source Separation via Frequency Bin-Wise Clustering and Permutation Alignment

IEEE transactions on audio, speech, and language processing, 2011-03, Vol.19 (3), p.516-527

2011

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An Advanced Scheme for Range Ambiguity Suppression of Spaceborne SAR Based on Blind Source Separation

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-12

2022

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面向卷积混叠环境下的盲源分离新方法

自动化学报, 2023-05, Vol.49 (5), p.1062-1072

2023

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Noncontact Multi-Target Respiration Sensing Using SIMO Radar With UBSS Method

IEEE microwave and wireless components letters, 2022-03, Vol.32 (3), p.210-213

2022

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Blind Source Separation on Non-Contact Heartbeat Detection by Non-Negative Matrix Factorization Algorithms

IEEE transactions on biomedical engineering, 2020-02, Vol.67 (2), p.482-494

2020

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Independent Vector Analysis Applied to Remove Muscle Artifacts in EEG Data

IEEE transactions on instrumentation and measurement, 2017-07, Vol.66 (7), p.1770-1779

2017

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Joint decorrelation, a versatile tool for multichannel data analysis

NeuroImage (Orlando, Fla.), 2014-09, Vol.98, p.487-505

2014

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Direction Finding for Multiple Wideband Chirp Signal Sources using Blind Signal Separation and Matched Filtering

Signal processing, 2022-11, Vol.200, p.108642, Article 108642

2022

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Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis

IEEE transactions on biomedical engineering, 2010-09, Vol.57 (9), p.2188-2196

2010

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Robust artifactual independent component classification for BCI practitioners

Journal of neural engineering, 2014-06, Vol.11 (3), p.035013-035013

2014

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Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering

IEEE transactions on neural systems and rehabilitation engineering, 2016-08, Vol.24 (8), p.837-846

2016

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A class of multi-modulus blind deconvolution algorithms using hyperbolic and Givens rotations for MIMO systems

Signal processing, 2021-06, Vol.183, p.107895, Article 107895

2021

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Suppressive Interference Suppression for Airborne SAR Using BSS for Singular Value and Eigenvalue Decomposition Based on Information Entropy

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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Under-Determined Convolutive Blind Source Separation Combining Density-Based Clustering and Sparse Reconstruction in Time-Frequency Domain

IEEE transactions on circuits and systems. I, Regular papers, 2019-08, Vol.66 (8), p.3015-3027

2019

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EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses

IEEE transactions on biomedical engineering, 2017-05, Vol.64 (5), p.1045-1056

2017

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Mainlobe Jamming Suppression with Space-Time Multichannel Via Blind Source Separation

IEEE sensors journal, 2023-08, Vol.23 (15), p.1-1

2023

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An open-source framework for stress-testing non-invasive foetal ECG extraction algorithms

Physiological measurement, 2016-05, Vol.37 (5), p.627-648

2016

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Independent component analysis: An introduction

Implementation of FastICA on DSP for Blind Source Separation

A Nonorthogonal Approximate Joint Diagonalization Method Excluding Degenerate Solution for Blind Source Separation

Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction

Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model

Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation

Underdetermined Convolutive Blind Source Separation via Frequency Bin-Wise Clustering and Permutation Alignment

An Advanced Scheme for Range Ambiguity Suppression of Spaceborne SAR Based on Blind Source Separation

面向卷积混叠环境下的盲源分离新方法

Noncontact Multi-Target Respiration Sensing Using SIMO Radar With UBSS Method

Blind Source Separation on Non-Contact Heartbeat Detection by Non-Negative Matrix Factorization Algorithms

Independent Vector Analysis Applied to Remove Muscle Artifacts in EEG Data

Joint decorrelation, a versatile tool for multichannel data analysis

Direction Finding for Multiple Wideband Chirp Signal Sources using Blind Signal Separation and Matched Filtering

Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis

Robust artifactual independent component classification for BCI practitioners

Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering

A class of multi-modulus blind deconvolution algorithms using hyperbolic and Givens rotations for MIMO systems

Suppressive Interference Suppression for Airborne SAR Using BSS for Singular Value and Eigenvalue Decomposition Based on Information Entropy

Under-Determined Convolutive Blind Source Separation Combining Density-Based Clustering and Sparse Reconstruction in Time-Frequency Domain

EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses

Mainlobe Jamming Suppression with Space-Time Multichannel Via Blind Source Separation

An open-source framework for stress-testing non-invasive foetal ECG extraction algorithms

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