| A multilinear singular value decomposition L De Lathauwer, B De Moor, J Vandewalle SIAM journal on Matrix Analysis and Applications 21 (4), 1253-1278, 2000 | 3766 | 2000 |
| On the Best Rank-1 and Rank-(R1 ,R2 ,. . .,RN) Approximation of Higher-Order Tensors L De Lathauwer, B De Moor, J Vandewalle SIAM journal on Matrix Analysis and Applications 21 (4), 1324-1342, 2000 | 1553 | 2000 |
| Tensor decompositions for signal processing applications: From two-way to multiway component analysis A Cichocki, D Mandic, L De Lathauwer, G Zhou, Q Zhao, C Caiafa, ... IEEE signal processing magazine 32 (2), 145-163, 2015 | 865 | 2015 |
| Tensor decomposition for signal processing and machine learning ND Sidiropoulos, L De Lathauwer, X Fu, K Huang, EE Papalexakis, ... IEEE Transactions on Signal Processing 65 (13), 3551-3582, 2017 | 638 | 2017 |
| Fetal electrocardiogram extraction by blind source subspace separation L De Lathauwer, B De Moor, J Vandewalle IEEE transactions on biomedical engineering 47 (5), 567-572, 2000 | 542 | 2000 |
| Signal processing based on multilinear algebra L De Lathauwer Katholieke Universiteit Leuven, 1997 | 476 | 1997 |
| A link between the canonical decomposition in multilinear algebra and simultaneous matrix diagonalization L De Lathauwer SIAM journal on Matrix Analysis and Applications 28 (3), 642-666, 2006 | 405 | 2006 |
| Decompositions of a higher-order tensor in block terms—Part II: Definitions and uniqueness L De Lathauwer SIAM Journal on Matrix Analysis and Applications 30 (3), 1033-1066, 2008 | 325 | 2008 |
| Fourth-order cumulant-based blind identification of underdetermined mixtures L De Lathauwer, J Castaing, JF Cardoso IEEE Transactions on Signal Processing 55 (6), 2965-2973, 2007 | 274 | 2007 |
| Decompositions of a higher-order tensor in block terms—Part III: Alternating least squares algorithms L De Lathauwer, D Nion SIAM journal on Matrix Analysis and Applications 30 (3), 1067-1083, 2008 | 246* | 2008 |
| Computation of the canonical decomposition by means of a simultaneous generalized Schur decomposition L De Lathauwer, B De Moor, J Vandewalle SIAM journal on Matrix Analysis and Applications 26 (2), 295-327, 2004 | 232 | 2004 |
| An introduction to independent component analysis L De Lathauwer, B De Moor, J Vandewalle Journal of Chemometrics: A Journal of the Chemometrics Society 14 (3), 123-149, 2000 | 217 | 2000 |
| Blind identification of underdetermined mixtures by simultaneous matrix diagonalization L De Lathauwer, J Castaing IEEE Transactions on Signal Processing 56 (3), 1096-1105, 2008 | 215 | 2008 |
| Dimensionality reduction in higher-order signal processing and rank-(R1, R2,…, RN) reduction in multilinear algebra L De Lathauwer, J Vandewalle Linear Algebra and its Applications 391, 31-55, 2004 | 204 | 2004 |
| Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank- Terms, and a New Generalization L Sorber, M Van Barel, L De Lathauwer SIAM Journal on Optimization 23 (2), 695-720, 2013 | 202 | 2013 |
| Learning with tensors: a framework based on convex optimization and spectral regularization M Signoretto, QT Dinh, L De Lathauwer, JAK Suykens Machine Learning 94 (3), 303-351, 2014 | 200 | 2014 |
| Fetal electrocardiogram extraction by source subspace separation L De Lathauwer, B De Moor, J Vandewalle IEEE SP/Athos Workshop on Higher-Order Statistics, 134, 1995 | 174 | 1995 |
| Tensorlab 3.0 N Vervliet, O Debals, L Sorber, M Van Barel, L De Lathauwer available online, URL: www. tensorlab. net, 2016 | 164 | 2016 |
| Unconstrained optimization of real functions in complex variables L Sorber, MV Barel, LD Lathauwer SIAM Journal on Optimization 22 (3), 879-898, 2012 | 160 | 2012 |
| Tensor-based techniques for the blind separation of DS–CDMA signals L De Lathauwer, J Castaing Signal Processing 87 (2), 322-336, 2007 | 151 | 2007 |
