Lieven De Lathauwer

A Multilinear Singular Value Decomposition

Lieven De Lathauwer, Bart De Moor, Joos Vandewalle · SIAM Journal on Matrix Analysis and Applications · 2000 · 4.2K citations · Full text

Computing, Computational Engineering, Complex Systems +16

Tensor Decomposition for Signal Processing and Machine Learning

Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu et al. · IEEE Transactions on Signal Processing · 2017 · 1.6K citations · Full text

Computing, Computer Science, Algorithms +12

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

Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer et al. · IEEE Signal Processing Magazine · 2015 · 1.4K citations · Full text

Computing, Data Science, Machine Learning +15

Fetal electrocardiogram extraction by blind source subspace separation

Lieven De Lathauwer, Bart De Moor, Joos Vandewalle · IEEE Transactions on Biomedical Engineering · 2000 · 499 citations

Engineering, Biomedical Engineering, Cardiology +17

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

Lieven De Lathauwer · SIAM Journal on Matrix Analysis and Applications · 2008 · 476 citations

Computing, Computer Science, Mathematics +12