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Researcher
Lieven De Lathauwer
- See also: Lieven De Lathauwer (VIVES)
Affiliations
- Electrical Engineering (ESAT), Kulak Kortrijk Campus (Department)
Responsible
From1 Jan 2011 → Today - KU Leuven campus Kortrijk (KULAK)
Member
From21 Nov 2023 → Today - Electrical Engineering (ESAT), Kulak Kortrijk Campus (Department)
Member
From1 Jan 2009 → Today - Faculty of Science, Kulak Kortrijk Campus (Faculty)
Member
From1 Jan 2009 → 30 Sep 2010 - Science, Engineering and Technology Group (Section)
Member
From1 Sep 2007 → 31 Dec 2008 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 1999 → 31 Aug 2007
Projects
21 - 30 of 33
- Explicit and Implicit Tensor Decomposition-based Algorithms and ApplicationsFrom2 Sep 2014 → 10 Sep 2019Funding: Own budget, for example: patrimony, inscription fees, gifts
- Tensor Based Approaches in Magnetic Resonance Spectroscopic Imaging and Multi-parametric MRI Data AnalysisFrom29 Apr 2014 → 17 Sep 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- Block Term Decompositions of Higher-Order Tensors: Uniqueness, Computation and Links with Structured Matrices.From1 Jan 2014 → 31 Dec 2017Funding: FWO research project (including WEAVE projects)
- Tensor-based study of data similarity.From1 Jan 2014 → 31 Dec 2017Funding: FWO research project (including WEAVE projects)
- Study of canonical and block term decompositions of higher-order tensors: uniqueness, algebraic and optimization based algorithms.From1 Oct 2013 → 30 Sep 2014Funding: BOF - Other initiatives
- Structure and higher-order tensor decompositions: algebraic and numerical aspects and implications for signal separation and system identification.From15 Sep 2013 → 31 Dec 2017Funding: IWT personal funding - strategic basic research grants
- Compressive sampling based signal separation.From3 Sep 2013 → 24 May 2018Funding: FWO fellowships
- Kernels, tensors and structured data.From1 Oct 2012 → 30 Sep 2013Funding: BOF - Other initiatives
- Block component analysis.From7 Sep 2010 → 31 Aug 2014Funding: IWT personal funding - strategic basic research grants
- Advanced algorithm for integrated EEG-fMRI data processing.From1 Jan 2010 → 31 Dec 2013Funding: FWO research project (including WEAVE projects)
Publications
1 - 10 of 182
- Computing Tensor Decompositions from Incomplete and Implicit Data(2024)
Authors: Stijn Hendrikx, Lieven De Lathauwer
- From multilinear SVD to multilinear UTV decomposition(2022)
Authors: Michiel Vandecappelle, Lieven De Lathauwer
- Equivalent polyadic decompositions of matrix multiplication tensors(2022)
Authors: Marc Van Barel, Lieven De Lathauwer
- Towards more realistic simulations of microstructural evolution in oxidic systems(2022)
Authors: Nico Vervliet, Lieven De Lathauwer, Nele Moelans
- Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis(2021)
Authors: Christos Chatzichristos, Wim Van Paesschen, Lieven De Lathauwer, Sabine Van Huffel
Pages: 1231 - 1255 - Bilinear factorizations subject to monomial equality constraints via tensor decompositions(2021)
Authors: Mikael Sorensen, Lieven De Lathauwer
Pages: 296 - 333 - Systems of polynomial equations, higher-order tensor decompositions and multidimensional harmonic retrieval: A unifying framework. Part I: The canonical polyadic decomposition(2021)
Authors: Lieven De Lathauwer
Pages: 883 - 912 - Systems of polynomial equations, higher-order tensor decompositions and multidimensional harmonic retrieval: A unifying framework. Part II: The block-term decomposition(2021)
Authors: Patrick Kürschner, Ignat Domanov, Lieven De Lathauwer
Pages: 913 - 953 - From computation to comparison of tensor decompositions(2021)
Authors: Ignat Domanov, Lieven De Lathauwer
Pages: 449 - 474 - From computation to comparison of tensor decompositions(2021)
Authors: Ignat Domanov, Lieven De Lathauwer
Pages: 449 - 474