Lieven De Lathauwer

	2012
40		Lieven De Lathauwer: Block Component Analysis, a New Concept for Blind Source Separation. LVA/ICA 2012: 1-8
39		Marco Signoretto, Emanuele Olivetti, Lieven De Lathauwer, Johan A. K. Suykens: Classification of Multichannel Signals With Cumulant-Based Kernels. IEEE Transactions on Signal Processing 60(5): 2304-2314 (2012)
38		Mikael Sørensen, Lieven De Lathauwer, Sylvie Icart, Luc Deneire: On Jacobi-type methods for blind equalization of paraunitary channels. Signal Processing 92(3): 617-624 (2012)
	2011
37		Marco Signoretto, Lieven De Lathauwer, Johan A. K. Suykens: A kernel-based framework to tensorial data analysis. Neural Networks 24(8): 861-874 (2011)
36		Mariya Ishteva, Pierre-Antoine Absil, Sabine Van Huffel, Lieven De Lathauwer: Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme. SIAM J. Matrix Analysis Applications 32(1): 115-135 (2011)
35		Lieven De Lathauwer: Blind Separation of Exponential Polynomials and the Decomposition of a Tensor in Rank-(Lr, Lr, 1) Terms. SIAM J. Matrix Analysis Applications 32(4): 1451-1474 (2011)
34		Ahmad Karfoul, Laurent Albera, Lieven De Lathauwer: Iterative methods for the canonical decomposition of multi-way arrays: Application to blind underdetermined mixture identification. Signal Processing 91(8): 1789-1802 (2011)
33		Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel: Spatially constrained ICA algorithm with an application in EEG processing. Signal Processing 91(8): 1963-1972 (2011)
	2010
32		Marco Signoretto, Lieven De Lathauwer, Johan A. K. Suykens: Kernel-Based Learning from Infinite Dimensional 2-Way Tensors. ICANN (2) 2010: 59-69
31		Mikael Sørensen, Lieven De Lathauwer, Luc Deneire: Parafac with orthogonality in one mode and applications in DS-CDMA systems. ICASSP 2010: 4142-4145
30		Xinhai Liu, Lieven De Lathauwer, Frizo A. L. Janssens, Bart De Moor: Hybrid Clustering of Multiple Information Sources via HOSVD. ISNN (2) 2010: 337-345
29		Dimitri Nion, Bart Vandewoestyne, Siegfried Vanaverbeke, Koen Van Den Abeele, Herbert De Gersem, Lieven De Lathauwer: A Time-Frequency Technique for Blind Separation and Localization of Pure Delayed Sources. LVA/ICA 2010: 546-554
	2009
28		Lieven De Lathauwer: A Survey of Tensor Methods. ISCAS 2009: 2773-2776
27		Pierre-Antoine Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel: A Geometric Newton Method for Oja's Vector Field. Neural Computation 21(5): 1415-1433 (2009)
26		Mariya Ishteva, Lieven De Lathauwer, Pierre-Antoine Absil, Sabine Van Huffel: Differential-geometric Newton method for the best rank-(R1, R2, R3) approximation of tensors. Numerical Algorithms 51(2): 179-194 (2009)
	2008
25		Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel: Algorithm for imposing SOBI-type constraints on the CP model. ISCAS 2008: 1344-1347
24		Dimitri Nion, Lieven De Lathauwer: A Block Component Model-Based Blind DS-CDMA Receiver. IEEE Transactions on Signal Processing 56(11): 5567-5579 (2008)
23		Lieven De Lathauwer, Joséphine Castaing: Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization. IEEE Transactions on Signal Processing 56(3): 1096-1105 (2008)
22		Lieven De Lathauwer, Alexandre de Baynast: Blind Deconvolution of DS-CDMA Signals by Means of Decomposition in Rank-(1, L, L) Terms. IEEE Transactions on Signal Processing 56(4): 1562-1571 (2008)
21		Lieven De Lathauwer: Decompositions of a Higher-Order Tensor in Block Terms - Part I: Lemmas for Partitioned Matrices. SIAM J. Matrix Analysis Applications 30(3): 1022-1032 (2008)
20		Lieven De Lathauwer: Decompositions of a Higher-Order Tensor in Block Terms - Part II: Definitions and Uniqueness. SIAM J. Matrix Analysis Applications 30(3): 1033-1066 (2008)
19		Lieven De Lathauwer, Dimitri Nion: Decompositions of a Higher-Order Tensor in Block Terms - Part III: Alternating Least Squares Algorithms. SIAM J. Matrix Analysis Applications 30(3): 1067-1083 (2008)
18		Lieven De Lathauwer, Pierre Comon, Nicola Mastronardi: Special Issue on Tensor Decompositions and Applications. SIAM J. Matrix Analysis Applications 30(3): (2008)
17		Alwin Stegeman, Lieven De Lathauwer: A Method to Avoid Diverging Components in the Candecomp/Parafac Model for Generic I˟J˟2 Arrays. SIAM J. Matrix Analysis Applications 30(4): 1614-1638 (2008)
16		Dimitri Nion, Lieven De Lathauwer: An enhanced line search scheme for complex-valued tensor decompositions. Application in DS-CDMA. Signal Processing 88(3): 749-755 (2008)
	2007
15		Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel: Imposing Independence Constraints in the CP Model. ICA 2007: 33-40
14		Rémy Boyer, Lieven De Lathauwer, Karim Abed-Meraim: Higher Order Tensor-Based Method for Delayed Exponential Fitting. IEEE Transactions on Signal Processing 55(6-2): 2795-2809 (2007)
13		Lieven De Lathauwer, Joséphine Castaing, Jean-François Cardoso: Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures. IEEE Transactions on Signal Processing 55(6-2): 2965-2973 (2007)
12		Luc Hoegaerts, Lieven De Lathauwer, Ivan Goethals, Johan A. K. Suykens, Joos Vandewalle, Bart De Moor: Efficiently updating and tracking the dominant kernel principal components. Neural Networks 20(2): 220-229 (2007)
11		Lieven De Lathauwer, Joséphine Castaing: Tensor-based techniques for the blind separation of DS-CDMA signals. Signal Processing 87(2): 322-336 (2007)
	2006
10		Lieven De Lathauwer, Joséphine Castaing: Second-Order Blind Identification of Underdetermined Mixtures. ICA 2006: 40-47
9		Lieven De Lathauwer: A Link between the Canonical Decomposition in Multilinear Algebra and Simultaneous Matrix Diagonalization. SIAM J. Matrix Analysis Applications 28(3): 642-666 (2006)
8		Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel: Common pole estimation in multi-channel exponential data modeling. Signal Processing 86(4): 846-858 (2006)
7		M. Schuermans, Philippe Lemmerling, Lieven De Lathauwer, Sabine Van Huffel: The use of total least squares data fitting in the shape-from-moments problem. Signal Processing 86(5): 1109-1115 (2006)
	2004
6		Lieven De Lathauwer, Joos Vandewalle: Dimensionality Reduction in ICA and Rank-(R1, R2, ..., RN) Reduction in Multilinear Algebra. ICA 2004: 295-302
5		Lieven De Lathauwer, Luc Hoegaerts, Joos Vandewalle: A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA. ICA 2004: 335-342
4		Lieven De Lathauwer, Bart De Moor, Joos Vandewalle: Computation of the Canonical Decomposition by Means of a Simultaneous Generalized Schur Decomposition. SIAM J. Matrix Analysis Applications 26(2): 295-327 (2004)
	2002
3		Binning Chen, Athina P. Petropulu, Lieven De Lathauwer: Blind identification of complex convolutive MIMO systems with 3 sources and 2 sensors. ICASSP 2002: 1669-1672
2		Binning Chen, Athina P. Petropulu, Lieven De Lathauwer: Blind Identification of Convolutive MIMO Systems with 3 Sources and 2 Sensors. EURASIP J. Adv. Sig. Proc. 2002(5): 487-496 (2002)
	2001
1		Lieven De Lathauwer, Bart De Moor, Joos Vandewalle: Independent component analysis and (simultaneous) third-order tensor diagonalization. IEEE Transactions on Signal Processing 49(10): 2262-2271 (2001)

Coauthor Index

1	Karim Abed-Meraim	[14]
2	Koen Van Den Abeele	[29]
3	Pierre-Antoine Absil	[26] [27] [36]
4	Laurent Albera	[34]
5	Alexandre de Baynast	[22]
6	Rémy Boyer	[14]
7	Jean-François Cardoso	[13]
8	Joséphine Castaing	[10] [11] [13] [23]
9	Binning Chen	[2] [3]
10	Pierre Comon	[18]
11	Luc Deneire	[31] [38]
12	Herbert De Gersem	[29]
13	Ivan Goethals	[12]
14	Luc Hoegaerts	[5] [12]
15	Sabine Van Huffel	[7] [8] [15] [25] [26] [27] [33] [36]
16	Sylvie Icart	[38]
17	Mariya Ishteva	[26] [27] [36]
18	Frizo A. L. Janssens	[30]
19	Ahmad Karfoul	[34]
20	Philippe Lemmerling	[7]
21	Xinhai Liu	[30]
22	Nicola Mastronardi	[18]
23	Bart De Moor	[1] [4] [12] [30]
24	Dimitri Nion	[16] [19] [24] [29]
25	Emanuele Olivetti	[39]
26	Jean-Michel Papy	[8]
27	Athina P. Petropulu	[2] [3]
28	M. Schuermans	[7]
29	Marco Signoretto	[32] [37] [39]
30	Mikael Sørensen	[31] [38]
31	Alwin Stegeman	[17]
32	Johan A. K. Suykens	[12] [32] [37] [39]
33	Siegfried Vanaverbeke	[29]
34	Joos Vandewalle	[1] [4] [5] [6] [12]
35	Bart Vandewoestyne	[29]
36	Maarten De Vos	[15] [25] [33]

Colors in the list of coauthors

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