Lieven De Lathauwer

SIAM J. Matrix Anal. Appl., 2021

Systems of Polynomial Equations, Higher-Order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part II: The Block Term Decomposition.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2021

From Computation to Comparison of Tensor Decompositions.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2021

Inexact Generalized Gauss-Newton for Scaling the Canonical Polyadic Decomposition With Non-Least-Squares Cost Functions.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Hierarchical alternating nonlinear least squares for nonnegative matrix factorization using rational functions.

[BibT_eX]

[DOI]

Cécile Hautecoeur

François Glineur

Proceedings of the 29th European Signal Processing Conference, 2021

Tensor-Based Multivariate Polynomial Optimization with Application in Blind Identification.

[BibT_eX]

[DOI]

Muzaffer Ayvaz

Proceedings of the 29th European Signal Processing Conference, 2021

2020

A Second-Order Method for Fitting the Canonical Polyadic Decomposition With Non-Least-Squares Cost.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Computing Large-Scale Matrix and Tensor Decomposition With Structured Factors: A Unified Nonconvex Optimization Perspective.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2020

On Uniqueness and Computation of the Decomposition of a Tensor into Multilinear Rank-(1, Lr, Lr) Terms.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2020

Nonconvex Optimization Tools for Large-Scale Matrix and Tensor Decomposition with Structured Factors.

[BibT_eX]

[DOI]

CoRR, 2020

Early soft and flexible fusion of EEG and fMRI via tensor decompositions.

[BibT_eX]

[DOI]

Christos Chatzichristos

CoRR, 2020

A Quadratically Convergent Proximal Algorithm For Nonnegative Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Tensor-Based Method for Residual Water Suppression in $^1$H Magnetic Resonance Spectroscopic Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2019

Double coupled canonical polyadic decomposition of third-order tensors: Algebraic algorithm and relaxed uniqueness conditions.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2019

Exploiting Efficient Representations in Large-Scale Tensor Decompositions.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2019

Fiber Sampling Approach to Canonical Polyadic Decomposition and Application to Tensor Completion.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2019

Rayleigh Quotient Methods for Estimating Common Roots of Noisy Univariate Polynomials.

[BibT_eX]

[DOI]

Alwin Stegeman

Comput. Methods Appl. Math., 2019

Canonical Polyadic Decomposition of a Tensor That Has Missing Fibers: A Monomial Factorization Approach.

[BibT_eX]

[DOI]

Nicholas D. Sidiropoulos

Proceedings of the IEEE International Conference on Acoustics, 2019

Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach.

[BibT_eX]

[DOI]

Christos Chatzichristos

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Rank-one Tensor Approximation with Beta-divergence Cost Functions.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Identifying Stable Components of Matrix /Tensor Factorizations via Low-Rank Approximation of Inter-Factorization Similarity.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

NLS Algorithm for Kronecker-Structured Linear Systems with a CPD Constrained Solution.

[BibT_eX]

[DOI]

Martijn Boussé

Nikos D. Sidiropoulos

Proceedings of the 27th European Signal Processing Conference, 2019

Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions.

[BibT_eX]

[DOI]

Alexander Caicedo

Ofelie De Wel

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Recent Numerical and Conceptual Advances for Tensor Decompositions - A Preview of Tensorlab 4.0.

[BibT_eX]

[DOI]

Martijn Boussé

Rob Zink

Proceedings of the IEEE Data Science Workshop, 2019

Algebraic and Optimization Based Algorithms for Multivariate Regression Using Symmetric Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Low Multilinear Rank Updating.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Coupled Canonical Polyadic Decompositions and Multiple Shift Invariance in Array Processing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Coupled and Incomplete Tensors in Blind System Identification.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Tensor Similarity in Two Modes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Algorithms for Canonical Polyadic Decomposition With Block-Circulant Factors.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Linear systems with a canonical polyadic decomposition constrained solution: Algorithms and applications.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2018

Single-channel EEG Classification by Multi-channel Tensor subspace Learning and Regression.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

CPD Updating Using Low-Rank Weights.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Variable Projection Applied to Block Term Decomposition of Higher-Order Tensors.

[BibT_eX]

[DOI]

Guillaume Olikier

Pierre-Antoine Absil

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Large-Scale Autoregressive System Identification Using Kronecker Product Equations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

A variable projection method for block term decomposition of higher-order tensors.

[BibT_eX]

[DOI]

Guillaume Olikier

Pierre-Antoine Absil

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Tensor-basedECG Signal Processing Applied to Atrial Fibrillation Detection.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition - Part II: Algorithm and Multirate Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition - Part I: Model and Identifiability.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Blind Multichannel Deconvolution and Convolutive Extensions of Canonical Polyadic and Block Term Decompositions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Tensor Decomposition for Signal Processing and Machine Learning.

[BibT_eX]

[DOI]

Nicholas D. Sidiropoulos

Xiao Fu

Kejun Huang

Evangelos E. Papalexakis

Christos Faloutsos

IEEE Trans. Signal Process., 2017

Tensor Decompositions With Several Block-Hankel Factors and Application in Blind System Identification.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Tensor-Based Large-Scale Blind System Identification Using Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

A Tensor-Based Method for Large-Scale Blind Source Separation Using Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2017

Nonnegative Matrix Factorization Using Nonnegative Polynomial Approximations.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

On the Largest Multilinear Singular Values of Higher-Order Tensors.

[BibT_eX]

[DOI]

Alwin Stegeman

SIAM J. Matrix Anal. Appl., 2017

Simulation Study of the Localization of a Near-Surface Crack Using an Air-Coupled Ultrasonic Sensor Array.

[BibT_eX]

[DOI]

Sensors, 2017

Second-order tensor-based convolutive ICA: Deconvolution versus tensorization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Nonlinear least squares updating of the canonical polyadic decomposition.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Irregular heartbeat classification using Kronecker Product Equations.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Face recognition as a kronecker product equation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Nonlinear least squares algorithm for canonical polyadic decomposition using low-rank weights.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Coupled matrix-tensor factorizations - The case of partially shared factors.

[BibT_eX]

[DOI]

Eleftherios Kofidis

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Multiple Invariance ESPRIT for Nonuniform Linear Arrays: A Coupled Canonical Polyadic Decomposition Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Löwner-Based Blind Signal Separation of Rational Functions With Applications.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

A Randomized Block Sampling Approach to Canonical Polyadic Decomposition of Large-Scale Tensors.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

Generic Uniqueness of a Structured Matrix Factorization and Applications in Blind Source Separation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

Exact line and plane search for tensor optimization.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2016

Shift invariance, incomplete arrays and coupled CPD: A case study.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Coupled rank-(Lm, Ln, •) block term decomposition by coupled block simultaneous generalized Schur decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A tensor-based method for large-scale blind system identification using segmentation.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Tensorlab 3.0 - Numerical optimization strategies for large-scale constrained and coupled matrix/tensor factorization.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2015

New Uniqueness Conditions for the Canonical Polyadic Decomposition of Third-Order Tensors.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2015

Coupled Canonical Polyadic Decompositions and (Coupled) Decompositions in Multilinear Rank-(Lr, n, Lr, n, 1) Terms - Part I: Uniqueness.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2015

Coupled Canonical Polyadic Decompositions and (Coupled) Decompositions in Multilinear Rank- (Lr, n, Lr, n, 1) Terms - Part II: Algorithms.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2015

Generic Uniqueness Conditions for the Canonical Polyadic Decomposition and INDSCAL.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2015

Structured Data Fusion.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Blind signal separation of rational functions using Löwner-based tensorization.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Block-Decoupling Multivariate Polynomials Using the Tensor Block-Term Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Stochastic and Deterministic Tensorization for Blind Signal Separation.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

A novel deterministic method for large-scale blind source separation.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

Numerical Solution of Bivariate and Polyanalytic Polynomial Systems.

[BibT_eX]

[DOI]

SIAM J. Numer. Anal., 2014

Canonical Polyadic Decomposition of Third-Order Tensors: Reduction to Generalized Eigenvalue Decomposition.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2014

Learning with tensors: a framework based on convex optimization and spectral regularization.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Introduction to the special issue.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2014

Block term decomposition for modelling epileptic seizures.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2014

Multidimensional ESPRIT: A coupled canonical polyadic decomposition approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

2013

Blind Signal Separation via Tensor Decomposition With Vandermonde Factor: Canonical Polyadic Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

On the Uniqueness of the Canonical Polyadic Decomposition of Third-Order Tensors - Part II: Uniqueness of the Overall Decomposition.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2013

On the Uniqueness of the Canonical Polyadic Decomposition of Third-Order Tensors - Part I: Basic Results and Uniqueness of One Factor Matrix.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2013

Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank-(Lr, Lr, 1) Terms, and a New Generalization.

[BibT_eX]

[DOI]

SIAM J. Optim., 2013

Learning Tensors in Reproducing Kernel Hilbert Spaces with Multilinear Spectral Penalties.

[BibT_eX]

[DOI]

Marco Signoretto

Johan A. K. Suykens

CoRR, 2013

Coupled tensor decompositions for applications in array signal processing.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Classification of Multichannel Signals With Cumulant-Based Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

A combination of parallel factor and independent component analysis.

[BibT_eX]

[DOI]

Signal Process., 2012

On Jacobi-type methods for blind equalization of paraunitary channels.

[BibT_eX]

[DOI]

Signal Process., 2012

Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2012

Unconstrained Optimization of Real Functions in Complex Variables.

[BibT_eX]

[DOI]

SIAM J. Optim., 2012

Block Component Analysis, a New Concept for Blind Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Tensor decompositions with Vandermonde factor and applications in signal processing.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Spatially constrained ICA algorithm with an application in EEG processing.

[BibT_eX]

[DOI]

Maarten De Vos

Signal Process., 2011

Iterative methods for the canonical decomposition of multi-way arrays: Application to blind underdetermined mixture identification.

[BibT_eX]

[DOI]

Ahmad Karfoul

Laurent Albera

Signal Process., 2011

Blind Separation of Exponential Polynomials and the Decomposition of a Tensor in Rank-(Lr, Lr, 1) Terms.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2011

Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2011

A kernel-based framework to tensorial data analysis.

[BibT_eX]

[DOI]

Marco Signoretto

Johan A. K. Suykens

Neural Networks, 2011

A short introduction to tensor-based methods for Factor Analysis and Blind Source Separation.

[BibT_eX]

[DOI]

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Blind channel identification of MISO systems based on the CP decomposition of cumulant tensors.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Tensor decompositions with block-Toeplitz structure and applications in signal processing.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Hybrid Clustering of Multiple Information Sources via HOSVD.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2010

Parafac with orthogonality in one mode and applications in DS-CDMA systems.

[BibT_eX]

[DOI]

Luc Deneire

Proceedings of the IEEE International Conference on Acoustics, 2010

Kernel-Based Learning from Infinite Dimensional 2-Way Tensors.

[BibT_eX]

[DOI]

Marco Signoretto

Johan A. K. Suykens

Proceedings of the Artificial Neural Networks, 2010

A Time-Frequency Technique for Blind Separation and Localization of Pure Delayed Sources.

[BibT_eX]

[DOI]

Bart Vandewoestyne

Siegfried Vanaverbeke

Koen Van Den Abeele

Herbert De Gersem

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Improved non-parametric sparse recovery with data matched penalties.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009

A Geometric Newton Method for Oja's Vector Field.

[BibT_eX]

[DOI]

Neural Comput., 2009

Differential-geometric Newton method for the best rank-(R1, R2, R3) approximation of tensors.

[BibT_eX]

[DOI]

Numer. Algorithms, 2009

A Survey of Tensor Methods.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

An efficient Jacobi-type algorithm for blind equalization of paraunitary channels.

[BibT_eX]

[DOI]

Luc Deneire

Proceedings of the 17th European Signal Processing Conference, 2009

Low multilinear rank tensor approximation via semidefinite programming.

[BibT_eX]

[DOI]

Carmeliza Navasca

Proceedings of the 17th European Signal Processing Conference, 2009

2008

A Block Component Model-Based Blind DS-CDMA Receiver.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Blind Deconvolution of DS-CDMA Signals by Means of Decomposition in Rank-(1, L, L) Terms.

[BibT_eX]

[DOI]

Alexandre de Baynast

IEEE Trans. Signal Process., 2008

An enhanced line search scheme for complex-valued tensor decompositions. Application in DS-CDMA.

[BibT_eX]

[DOI]

Signal Process., 2008

A Method to Avoid Diverging Components in the Candecomp/Parafac Model for Generic I˟J˟2 Arrays.

[BibT_eX]

[DOI]

Alwin Stegeman

SIAM J. Matrix Anal. Appl., 2008

Decompositions of a Higher-Order Tensor in Block Terms - Part III: Alternating Least Squares Algorithms.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2008

Special Issue on Tensor Decompositions and Applications.

[BibT_eX]

[DOI]

Pierre Comon

Nicola Mastronardi

SIAM J. Matrix Anal. Appl., 2008

Decompositions of a Higher-Order Tensor in Block Terms - Part II: Definitions and Uniqueness.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2008

Decompositions of a Higher-Order Tensor in Block Terms - Part I: Lemmas for Partitioned Matrices.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2008

Algorithm for imposing SOBI-type constraints on the CP model.

[BibT_eX]

[DOI]

Maarten De Vos

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Swamp reducing technique for tensor decomposition.

[BibT_eX]

[DOI]

Carmeliza Navasca

Stefan Kindermann

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures.

[BibT_eX]

[DOI]

Jean-François Cardoso

IEEE Trans. Signal Process., 2007

Higher Order Tensor-Based Method for Delayed Exponential Fitting.

[BibT_eX]

[DOI]

Rémy Boyer

Karim Abed-Meraim

IEEE Trans. Signal Process., 2007

A Shift Invariance-Based Order-Selection Technique for Exponential Data Modelling.

[BibT_eX]

[DOI]

Jean-Michel Papy

IEEE Signal Process. Lett., 2007

Tensor-based techniques for the blind separation of DS-CDMA signals.

[BibT_eX]

[DOI]

Signal Process., 2007

Efficiently updating and tracking the dominant kernel principal components.

[BibT_eX]

[DOI]

Neural Networks, 2007

Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone.

[BibT_eX]

[DOI]

NeuroImage, 2007

Canonical Decomposition of Ictal Scalp EEG and Accurate Source Localisation: Principles and Simulation Study.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2007

Imposing Independence Constraints in the CP Model.

[BibT_eX]

[DOI]

Maarten De Vos

Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006

The use of total least squares data fitting in the shape-from-moments problem.

[BibT_eX]

[DOI]

Signal Process., 2006

Common pole estimation in multi-channel exponential data modeling.

[BibT_eX]

[DOI]

Jean-Michel Papy

Signal Process., 2006

A Link between the Canonical Decomposition in Multilinear Algebra and Simultaneous Matrix Diagonalization.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2006

A Block Factor Analysis Based Receiver for Blind Multi-User Access in Wireless Communications.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Second-Order Blind Identification of Underdetermined Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Levenberg-Marquardt computation of the Block Factor Model for blind multi-user access in wireless communications.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

A prewhitening-induced bound on the identification error in independent component analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2005

Exponential data fitting using multilinear algebra: the single-channel and multi-channel case.

[BibT_eX]

[DOI]

Jean-Michel Papy

Numer. Linear Algebra Appl., 2005

Delayed exponential fitting by best tensor rank-(R1, R2, R3) approximation.

[BibT_eX]

[DOI]

Rémy Boyer

Karim Abed-Meraim

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Computation of the Canonical Decomposition by Means of a Simultaneous Generalized Schur Decomposition.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2004

Dimensionality Reduction in ICA and Rank-(R1, R2, ..., RN) Reduction in Multilinear Algebra.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA.

[BibT_eX]

[DOI]

Luc Hoegaerts

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Algebraic techniques for the blind deconvolution of Constant Modulus signals.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

Thin QR and SVD factorizations for simultaneous blind signal extraction.

[BibT_eX]

[DOI]

Sergio Cruces

Andrzej Cichocki

Proceedings of the 2004 12th European Signal Processing Conference, 2004

An algebraic technique for the blind separation of DS-CDMA signals.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

A QR-type reduction for computing the SVD of a general matrix product/quotient.

[BibT_eX]

[DOI]

Delin Chu

Numerische Mathematik, 2003

2002

Blind Identification of Convolutive MIMO Systems with 3 Sources and 2 Sensors.

[BibT_eX]

[DOI]

Binning Chen

Athina P. Petropulu

EURASIP J. Adv. Signal Process., 2002

Blind identification of complex convolutive MIMO systems with 3 sources and 2 sensors.

[BibT_eX]

[DOI]

Binning Chen

Athina P. Petropulu

Proceedings of the IEEE International Conference on Acoustics, 2002

On the blind separation of non-circular sources.

[BibT_eX]

[DOI]

Proceedings of the 11th European Signal Processing Conference, 2002

2001

Independent component analysis and (simultaneous) third-order tensor diagonalization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2001

2000

Fetal electrocardiogram extraction by blind source subspace separation.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2000

On the Best Rank-1 and Rank-(R1 , R2, ... , RN) Approximation of Higher-Order Tensors.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2000

A Multilinear Singular Value Decomposition.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2000

On the Computation of the Restricted Singular Value Decomposition via the Cosine-Sine Decomposition.

[BibT_eX]

[DOI]

Delin Chu

SIAM J. Matrix Anal. Appl., 2000

An algebraic approach to the blind identification of paraunitary filters.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

SVD-based methodologies for fetal electrocardiogram extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

An algebraic ICA algorithm for 3 sources and 2 sensors.

[BibT_eX]

[DOI]

Proceedings of the 10th European Signal Processing Conference, 2000

Blind MIMO system identification based on cross-polyspectra.

[BibT_eX]

[DOI]

Proceedings of the 10th European Signal Processing Conference, 2000

1998

A residual bound for the mixing matrix in ICA.

[BibT_eX]

[DOI]

Proceedings of the 9th European Signal Processing Conference, 1998

1996

Blind source separation by simultaneous third-order tensor diagonalization.

[BibT_eX]

[DOI]