Search results for "Lieven De Lathauwer"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Mikael Sørensen, Lieven De Lathauwer, Sylvie Icart, Luc Deneire	On Jacobi-type methods for blind equalization of paraunitary channels.	Signal Processing	2012	DBLP DOI BibTeX RDF
1	Marco Signoretto, Emanuele Olivetti, Lieven De Lathauwer, Johan A. K. Suykens	Classification of Multichannel Signals With Cumulant-Based Kernels.	IEEE Transactions on Signal Processing	2012	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer	Block Component Analysis, a New Concept for Blind Source Separation.	LVA/ICA	2012	DBLP DOI BibTeX RDF
1	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	2011	DBLP DOI BibTeX RDF
1	Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel	Spatially constrained ICA algorithm with an application in EEG processing.	Signal Processing	2011	DBLP DOI BibTeX RDF
1	Marco Signoretto, Lieven De Lathauwer, Johan A. K. Suykens	A kernel-based framework to tensorial data analysis.	Neural Networks	2011	DBLP DOI BibTeX RDF
1	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	2011	DBLP DOI BibTeX RDF
1	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	2011	DBLP DOI BibTeX RDF
1	Mikael Sørensen, Lieven De Lathauwer, Luc Deneire	Parafac with orthogonality in one mode and applications in DS-CDMA systems.	ICASSP	2010	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Xinhai Liu, Lieven De Lathauwer, Frizo A. L. Janssens, Bart De Moor	Hybrid Clustering of Multiple Information Sources via HOSVD.	ISNN	2010	DBLP DOI BibTeX RDF
1	Marco Signoretto, Lieven De Lathauwer, Johan A. K. Suykens	Kernel-Based Learning from Infinite Dimensional 2-Way Tensors.	ICANN	2010	DBLP DOI BibTeX RDF
1	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	2009	DBLP DOI BibTeX RDF	Higher-order tensor, Higher-order singular value decomposition, Rank-(R 1, R 2, R 3) reduction, Quotient manifold, Differential-geometric optimization, Newton’s method, Tucker compression, Multilinear algebra
1	Pierre-Antoine Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel	A Geometric Newton Method for Oja's Vector Field.	Neural Computation	2009	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer	A Survey of Tensor Methods.	ISCAS	2009	DBLP DOI BibTeX RDF
1	Dimitri Nion, Lieven De Lathauwer	An enhanced line search scheme for complex-valued tensor decompositions. Application in DS-CDMA.	Signal Processing	2008	DBLP DOI BibTeX RDF
1	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	2008	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Joséphine Castaing	Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization.	IEEE Transactions on Signal Processing	2008	DBLP DOI BibTeX RDF
1	Dimitri Nion, Lieven De Lathauwer	A Block Component Model-Based Blind DS-CDMA Receiver.	IEEE Transactions on Signal Processing	2008	DBLP DOI BibTeX RDF
1	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	2008	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Pierre Comon, Nicola Mastronardi	Special Issue on Tensor Decompositions and Applications.	SIAM J. Matrix Analysis Applications	2008	DBLP BibTeX RDF
1	Lieven De Lathauwer	Decompositions of a Higher-Order Tensor in Block Terms - Part I: Lemmas for Partitioned Matrices.	SIAM J. Matrix Analysis Applications	2008	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer	Decompositions of a Higher-Order Tensor in Block Terms - Part II: Definitions and Uniqueness.	SIAM J. Matrix Analysis Applications	2008	DBLP DOI BibTeX RDF
1	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	2008	DBLP DOI BibTeX RDF
1	Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel	Algorithm for imposing SOBI-type constraints on the CP model.	ISCAS	2008	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Joséphine Castaing	Tensor-based techniques for the blind separation of DS-CDMA signals.	Signal Processing	2007	DBLP DOI BibTeX RDF
1	Rémy Boyer, Lieven De Lathauwer, Karim Abed-Meraim	Higher Order Tensor-Based Method for Delayed Exponential Fitting.	IEEE Transactions on Signal Processing	2007	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Joséphine Castaing, Jean-François Cardoso	Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures.	IEEE Transactions on Signal Processing	2007	DBLP DOI BibTeX RDF
1	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	2007	DBLP DOI BibTeX RDF
1	Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel	Imposing Independence Constraints in the CP Model.	ICA	2007	DBLP DOI BibTeX RDF
1	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	2006	DBLP DOI BibTeX RDF
1	Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel	Common pole estimation in multi-channel exponential data modeling.	Signal Processing	2006	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer	A Link between the Canonical Decomposition in Multilinear Algebra and Simultaneous Matrix Diagonalization.	SIAM J. Matrix Analysis Applications	2006	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Joséphine Castaing	Second-Order Blind Identification of Underdetermined Mixtures.	ICA	2006	DBLP DOI BibTeX RDF
1	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	2004	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Luc Hoegaerts, Joos Vandewalle	A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA.	ICA	2004	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Joos Vandewalle	Dimensionality Reduction in ICA and Rank-(R1, R2, ..., RN) Reduction in Multilinear Algebra.	ICA	2004	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Lieven De Lathauwer, Bart De Moor, Joos Vandewalle	Independent component analysis and (simultaneous) third-order tensor diagonalization.	IEEE Transactions on Signal Processing	2001	DBLP DOI BibTeX RDF

Publications of "Lieven De Lathauwer" ( http://dblp.L3S.de/Authors/Lieven_De_Lathauwer )