De Lathauwer, E. : rechercher sur Z-Library

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1

An introduction to independent component analysis

Lieven De Lathauwer, Bart De Moor, Joos Vandewalle

Journal:

Journal of Chemometrics

Année:

2000

Langue:

english

Fichier:

PDF, 242 KB

english, 2000

2

A Multilinear Singular Value Decomposition

De Lathauwer, Lieven, De Moor, Bart, Vandewalle, Joos

Journal:

SIAM Journal on Matrix Analysis and Applications

Année:

2000

Langue:

english

Fichier:

PDF, 278 KB

english, 2000

3

Tensor Decomposition for Signal Processing and Machine Learning

Sidiropoulos, Nicholas, De Lathauwer, Lieven, Fu, Xiao, Huang, Kejun, Papalexakis, Evangelos, Faloutsos, Christos

Journal:

IEEE Transactions on Signal Processing

Année:

2017

Langue:

english

Fichier:

PDF, 860 KB

english, 2017

4

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

Cichocki, Andrzej, Mandic, Danilo, De Lathauwer, Lieven, Zhou, Guoxu, Zhao, Qibin, Caiafa, Cesar, PHAN, HUY ANH

Journal:

IEEE Signal Processing Magazine

Année:

2015

Langue:

english

Fichier:

PDF, 4.09 MB

english, 2015

5

Environmental product declarations entering the building sector: critical reflections based on 5 to 10 years experience in different European countries

Passer, Alexander, Lasvaux, Sébastien, Allacker, Karen, De Lathauwer, Dieter, Spirinckx, Carolin, Wittstock, Bastian, Kellenberger, Daniel, Gschösser, Florian, Wall, Johannes, Wallbaum, Holger

Journal:

The International Journal of Life Cycle Assessment

Année:

2015

Langue:

english

Fichier:

PDF, 408 KB

english, 2015

6

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

Fu, Xiao, Vervliet, Nico, De Lathauwer, Lieven, Huang, Kejun, Gillis, Nicolas

Journal:

IEEE Signal Processing Magazine

Année:

2020

Fichier:

PDF, 1.64 MB

2020

7

On the Best Rank-1 and Rank-( R 1 , R 2 ,. . ., R N ) Approximation of Higher-Order Tensors

De Lathauwer, Lieven, De Moor, Bart, Vandewalle, Joos

Journal:

SIAM Journal on Matrix Analysis and Applications

Année:

2000

Langue:

english

Fichier:

PDF, 249 KB

english, 2000

8

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

De Lathauwer, L., Bart De Moor,, Vandewalle, J.

Journal:

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications

Année:

2005

Langue:

english

Fichier:

PDF, 336 KB

english, 2005

9

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

Vervliet, Nico, De Lathauwer, Lieven

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2016

Langue:

english

Fichier:

PDF, 1.90 MB

english, 2016

10

Erythritol: A Versatile Precursor for C-4 Chiral Building Blocks

M. Pottie, G. De Lathauwer, M. Vandewalle

Journal:

Bulletin des Sociétés Chimiques Belges

Année:

1994

Langue:

english

Fichier:

PDF, 1019 KB

english, 1994

11

Exponential data fitting using multilinear algebra: the decimative case

Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel

Journal:

Journal of Chemometrics

Année:

2009

Langue:

english

Fichier:

PDF, 751 KB

english, 2009

12

Efficiently updating and tracking the dominant kernel principal components

L. Hoegaerts, L. De Lathauwer, I. Goethals, J.A.K. Suykens, J. Vandewalle, B. De Moor

Journal:

Neural Networks

Année:

2007

Langue:

english

Fichier:

PDF, 731 KB

english, 2007

13

Scenarios for the transport infrastructure of Europe: Planning and financing

W. De Lathauwer

Journal:

Tunnelling and Underground Space Technology

Année:

1995

Langue:

english

Fichier:

PDF, 1.35 MB

english, 1995

14

A kernel-based framework to tensorial data analysis

Marco Signoretto, Lieven De Lathauwer, Johan A.K. Suykens

Journal:

Neural Networks

Année:

2011

Langue:

english

Fichier:

PDF, 888 KB

english, 2011

15

Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization

De Lathauwer, L., Castaing, J.

Journal:

IEEE Transactions on Signal Processing

Année:

2008

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2008

16

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

De Lathauwer, Lieven

Journal:

SIAM Journal on Matrix Analysis and Applications

Année:

2008

Langue:

english

Fichier:

PDF, 347 KB

english, 2008

17

[IEEE 2009 IEEE International Symposium on Circuits and Systems - ISCAS 2009 - Taipei, Taiwan (2009.05.24-2009.05.27)] 2009 IEEE International Symposium on Circuits and Systems - A survey of tensor methods

De Lathauwer, Lieven

Année:

2009

Langue:

english

Fichier:

PDF, 591 KB

english, 2009

18

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

Sorensen, Mikael, De Lathauwer, Lieven

Journal:

IEEE Transactions on Signal Processing

Année:

2013

Langue:

english

Fichier:

PDF, 3.20 MB

english, 2013

19

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

Vervliet, Nico, Debals, Otto, Sorber, Laurent, De Lathauwer, Lieven

Journal:

IEEE Signal Processing Magazine

Année:

2014

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2014

20

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

Papy, J-M., De Lathauwer, L., Van Huffel, S.

Journal:

IEEE Signal Processing Letters

Année:

2007

Langue:

english

Fichier:

PDF, 190 KB

english, 2007

21

[IEEE IEEE Conference on Wireless Communications and Networking - Chicago, IL, USA (23-28 Sept. 2000)] 2000 IEEE Wireless Communications and Networking Conference. Conference Record (Cat. No.00TH8540) - An algebraic approach to the blind identification of paraunitary filters

De Lathauwer, L., De Moor, B., Vandewalle, J.

Année:

2000

Langue:

english

Fichier:

PDF, 261 KB

english, 2000

22

[IEEE 2008 IEEE International Symposium on Circuits and Systems - ISCAS 2008 - Seattle, WA, USA (2008.05.18-2008.05.21)] 2008 IEEE International Symposium on Circuits and Systems - Algorithm for imposing SOBI-type constraints on the CP model

De Vos, Maarten, De Lathauwer, Lieven, Van Huffel, Sabine

Année:

2008

Langue:

english

Fichier:

PDF, 159 KB

english, 2008

23

Structured Data Fusion

Sorber, Laurent, Van Barel, Marc, De Lathauwer, Lieven

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2015

Langue:

english

Fichier:

PDF, 2.26 MB

english, 2015

24

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

Bousse, Martijn, Debals, Otto, De Lathauwer, Lieven

Journal:

IEEE Transactions on Signal Processing

Année:

2016

Langue:

english

Fichier:

PDF, 1.22 MB

english, 2016

25

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

Sorensen, Mikael, De Lathauwer, Lieven

Journal:

IEEE Transactions on Signal Processing

Année:

2017

Langue:

english

Fichier:

PDF, 723 KB

english, 2017

26

Non-negative Matrix Factorization using Non-negative Polynomial Approximations

Debals, Otto, Van Barel, Marc, De Lathauwer, Lieven

Journal:

IEEE Signal Processing Letters

Année:

2017

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2017

27

[IEEE 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Curacao, Curacao (2017.12.10-2017.12.13)] 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Face recognition as a kronecker product equation

Bousse, Martijn, Vervliet, Nico, Debals, Otto, De Lathauwer, Lieven

Année:

2017

Langue:

english

Fichier:

PDF, 132 KB

english, 2017

28

[IEEE 2019 27th European Signal Processing Conference (EUSIPCO) - A Coruna, Spain (2019.9.2-2019.9.6)] 2019 27th European Signal Processing Conference (EUSIPCO) - Rank-one Tensor Approximation with Beta-divergence Cost Functions

Vandecappelle, Michiel, Vervliet, Nico, De Lathauwer, Lieven

Année:

2019

Langue:

english

Fichier:

PDF, 143 KB

english, 2019

29

Combining thermodynamics with tensor completion techniques to enable multicomponent microstructure prediction

Coutinho, Yuri Amorim, Vervliet, Nico, De Lathauwer, Lieven, Moelans, Nele

Journal:

npj Computational Materials

Année:

2020

Langue:

english

Fichier:

PDF, 1.65 MB

english, 2020

30

First-order perturbation analysis of the best rank-(R1, R2, R3) approximation in multilinear algebra

Lieven De Lathauwer

Journal:

Journal of Chemometrics

Année:

2004

Langue:

english

Fichier:

PDF, 186 KB

english, 2004

31

ChemInform Abstract: A Convergent Synthesis of the Renin Inhibitor SPP-100 Using a Nitrone Intermediate.

Alessandro Dondoni, Geert De Lathauwer, Daniela Perrone

Journal:

Année:

2001

Fichier:

PDF, 30 KB

2001

32

Tissue segmentation and classification of MRSI data using canonical correlation analysis

Teresa Laudadio, Pieter Pels, Lieven De Lathauwer, Paul Van Hecke, Sabine Van Huffel

Journal:

Magnetic Resonance in Medicine

Année:

2005

Langue:

english

Fichier:

PDF, 446 KB

english, 2005

33

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

J. M. Papy, L. De Lathauwer, S. Van Huffel

Journal:

Numerical Linear Algebra with Applications

Année:

2005

Langue:

english

Fichier:

PDF, 388 KB

english, 2005

34

Separation of multiple scatterers in NEWS experiments using Independent Component Analysis (ICA)

S. Vanaverbeke, K. Van Den Abeele, D. Nion, L. De Lathauwer

Journal:

Physics Procedia

Année:

2010

Langue:

english

Fichier:

PDF, 649 KB

english, 2010

35

Tucker compression and local optima

Mariya Ishteva, P.-A. Absil, Sabine Van Huffel, Lieven De Lathauwer

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2011

Langue:

english

Fichier:

PDF, 875 KB

english, 2011

36

Dimensionality reduction in higher-order signal processing and rank-(R1,R2,…,RN) reduction in multilinear algebra

Lieven De Lathauwer, Joos Vandewalle

Journal:

Linear Algebra and its Applications

Année:

2004

Langue:

english

Fichier:

PDF, 318 KB

english, 2004

37

Generic and typical ranks of multi-way arrays

P. Comon, J.M.F. ten Berge, L. De Lathauwer, J. Castaing

Journal:

Linear Algebra and its Applications

Année:

2009

Langue:

english

Fichier:

PDF, 171 KB

english, 2009

38

Common pole estimation in multi-channel exponential data modeling

Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel

Journal:

Signal Processing

Année:

2006

Langue:

english

Fichier:

PDF, 816 KB

english, 2006

39

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

M. Schuermans, P. Lemmerling, L. De Lathauwer, S. Van Huffel

Journal:

Signal Processing

Année:

2006

Langue:

english

Fichier:

PDF, 398 KB

english, 2006

40

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

Lieven De Lathauwer, Joséphine Castaing

Journal:

Signal Processing

Année:

2007

Langue:

english

Fichier:

PDF, 291 KB

english, 2007

41

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

Dimitri Nion, Lieven De Lathauwer

Journal:

Signal Processing

Année:

2008

Langue:

english

Fichier:

PDF, 199 KB

english, 2008

42

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

Ahmad Karfoul, Laurent Albera, Lieven De Lathauwer

Journal:

Signal Processing

Année:

2011

Langue:

english

Fichier:

PDF, 567 KB

english, 2011

43

Spatially constrained ICA algorithm with an application in EEG processing

Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel

Journal:

Signal Processing

Année:

2011

Langue:

english

Fichier:

PDF, 786 KB

english, 2011

44

A convergent synthesis of the renin inhibitor SPP-100 using a nitrone intermediate

Alessandro Dondoni, Geert De Lathauwer, Daniela Perrone

Journal:

Tetrahedron Letters

Année:

2001

Langue:

english

Fichier:

PDF, 74 KB

english, 2001

45

Detection of fast neuronal signals in the motor cortex from functional near infrared spectroscopy measurements using independent component analysis

G. Morren, M. Wolf, P. Lemmerling, U. Wolf, J. H. Choi, E. Gratton, L. De Lathauwer, S. Van Huffel

Journal:

Medical and Biological Engineering and Computing

Année:

2004

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2004

46

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

Delin Chu, Lieven De Lathauwer, Bart De Moor

Journal:

Numerische Mathematik

Année:

2003

Langue:

english

Fichier:

PDF, 204 KB

english, 2003

47

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

Mariya Ishteva, Lieven De Lathauwer, P.-A. Absil, Sabine Van Huffel

Journal:

Numerical Algorithms

Année:

2009

Langue:

english

Fichier:

PDF, 499 KB

english, 2009

48

On Jacobi-type methods for blind equalization of paraunitary channels

Mikael Sørensen, Lieven De Lathauwer, Sylvie Icart, Luc Deneire

Journal:

Signal Processing

Année:

2012

Langue:

english

Fichier:

PDF, 317 KB

english, 2012

49

Fetal electrocardiogram extraction by blind source subspace separation

de Lathauwer, L., de Moor, B., Vandewalle, J.

Journal:

IEEE Transactions on Biomedical Engineering

Année:

2000

Langue:

english

Fichier:

PDF, 132 KB

english, 2000

50

Estimation of the Spatially Distributed Surface Energy Budget for AgriSAR 2006, Part I: Remote Sensing Model Intercomparison

Timmermans, W.J., Jimenez-Munoz, J.-C., Hidalgo, V., Richter, K., Sobrino, J.A., d'Urso, G., Satalino, G., Mattia, F., De Lathauwer, E., Pauwels, V.R.N.

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Année:

2011

Langue:

english

Fichier:

PDF, 3.68 MB

english, 2011