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Researcher
Mariya Ishteva
- Keywords (Vrije Universiteit Brussel):Information and communication technology
- Disciplines (KU Leuven):Distributed computing, Scientific computing, Statistics and numerical methods
- Disciplines (Vrije Universiteit Brussel):Other computer engineering, information technology and mathematical engineering not elsewhere classified
- See also: Mariya Kamenova Ishteva (Vrije Universiteit Brussel)
Affiliations
- Numerical Analysis and Applied Mathematics (NUMA) (Division)
Member
From1 Aug 2020 → Today - Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → 31 Jul 2020 - Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → 31 Dec 2009 - Computer Science Technology, Geel Campus (Technology cluster)
Member
From1 Sep 2019 → 31 Jul 2020 - Electricity (Department)
Member
From8 Apr 2019 → 31 May 2021 - Electricity (Department)
Member
From8 Apr 2019 → 31 Aug 2019 - Electricity (Department)
Member
From1 Jan 2017 → 31 Aug 2019 - Electricity (Department)
Member
From1 Jan 2013 → 31 Aug 2019 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 2005 → 31 Dec 2009
Projects
1 - 6 of 6
- SPECTRAI - Spectral image Processing with Efficiently Compressed TensoRs and AIFrom1 Oct 2023 → TodayFunding: IOF - technology concept exploration
- Compression of neural networks using tensor decompositions and decoupling of multivariate polynomialsFrom27 Jul 2023 → TodayFunding: BOF - doctoral mandates
- Development of a thermochemical data driven process control philosophy for application in industrial combustion of non-recyclable wasteFrom1 Oct 2021 → TodayFunding: BOF - doctoral mandates, Baekeland
- Health monitoring by tensor-based signal processingFrom13 Sep 2021 → 9 Mar 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Nonlinear System Identification using Volterra series and Tensor network in Polynomial Nonlinear State Space frameworkFrom1 May 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Nonlinear function decompositionFrom16 Dec 2019 → 30 Sep 2021Funding: BOF - projects
Publications
1 - 10 of 31
- MIMO transfer function decoupling by Loewner tensorization(2023)
Authors: Mariya Ishteva
Pages: 7300 - 7305 - Tensor-Based Two-Layer Decoupling of Multivariate Polynomial Maps(2023)
Authors: Mariya Ishteva
Pages: 655 - 659 - Parameter Estimation of Multiple Poles by Subspace-Based Method(2023)
Authors: Prabhu Vijayan, Mariya Ishteva
Pages: 1948 - 1953Number of pages: 6 - Towards Waste-to-Energy-and-Materials Processes with Advanced Thermochemical Combustion Intelligence in the Circular Economy(2023)
Authors: Johan De Greef, Raf Vandevelde, Giuseppe Granata, Mathias Verbeke, Mariya Ishteva, Jo Van Caneghem, Maarten Vanierschot
- Prospective Analysis of Industrial Data from a Waste-to-Energy Plant(2022)
Authors: Mariya Ishteva, Johan De Greef
Number of pages: 8 - Solving Systems of Polynomial Equations - A Tensor Approach(2022)
Authors: Mariya Ishteva, Philippe Dreesen
Pages: 333 - 341 - Low-rank tensor recovery for Jacobian-based Volterra identification of parallel Wiener-Hammerstein systems(2021)
Authors: Philippe Dreesen, Mariya Ishteva
Pages: 709 - 714 - Parameter estimation of parallel Wiener-Hammerstein Systems by Decoupling their Volterra Representations(2021)
Authors: Philippe Dreesen, Mariya Ishteva
Pages: 846 - 851 - Decoupling multivariate polynomials: Interconnections between tensorizations(2020)
Authors: Konstantin Usevich, Philippe Dreesen, Mariya Ishteva
Pages: 22 - 34 - Decoupling multivariate functions using second-order information and tensors(2018)
Authors: Philippe Dreesen, Mariya Ishteva
Pages: 79 - 88