Persoonlijk profiel
Expertise
I obtained PhD in electrical engineering from the Katholieke Universiteit Leuven in 2005. Since then, I was teaching and doing research in control and system theory at the School of Electronics and Computer Science (ECS) of the University of Southampton and the Department of Fundamental Electricity and Instrumentation (ELEC) of the Vrije Universiteit Brussel, where I am currently an associate processor. My expertise is in structured low-rank approximation, system identification, and data-driven control, topics on which I've published 80 peer-reviewed papers, 8 book chapters, and 2 monographs. I am an associate editor of the International Journal of Control and SIAM Journal of Matrix Analysis and Applications. In 2011, I was awarded an ERC starting grant on the topic of structured low-rank approximation.
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 7 Afgelopen
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OZR3424: Bilateral cooperation within the framework of a joint doctoral project: benchfee for joint PhD VUB - GSSI, Italy, FAZZI Antonio
Markovsky, I. (Administrative Promotor)
8/02/19 → 7/02/22
Project: Fundamenteel
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FWOEOS1: Gestructureerde low-rank matrix / tensor approximatie: numerisch optimisatie-gebaseerde algorithmes en applicaties
Markovsky, I. (Administrative Promotor), Ishteva, M. K. (CoI (Co-Promotor)), De Lathauwer, L. (PI (Promotor, Principal Investigator)), De Moor, B. (CoI (Co-Promotor)), Patrinos, P. (CoI (Co-Promotor)), Van Barel, M. (Administrative Promotor), Absil, P. A. (PI (Promotor, Principal Investigator)), Glineur, F. (CoI (Co-Promotor)), Gillis, N. (PI (Promotor, Principal Investigator)) & Lataire, J. (Administrative Promotor)
1/01/18 → 31/12/23
Project: Fundamenteel
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FWOAL827: Block-georiënteerde niet-lineaire identificatie met behulp van de Volterra-serie
Markovsky, I. (Administrative Promotor), Ishteva, M. K. (Co-Promoter) & Dreesen, P. (Co-Promoter)
1/01/17 → 31/12/20
Project: Fundamenteel
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FWOAL758: Ontkoppelen van multivariate veeltermen in niet-lineaire systeemidentificatie
Markovsky, I. (Administrative Promotor), Ishteva, M. K. (Co-Promoter), Dreesen, P. (Co-Promoter), Usevich, K. (Co-Promoter) & Schoukens, J. (Co-Promoter)
1/01/15 → 31/12/18
Project: Fundamenteel
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OZR2408: Structured low-rank approximation: Theory, Algorithms and Applications
Markovsky, I. (Administrative Promotor)
1/10/12 → 1/10/16
Project: Fundamenteel
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Bias correction for Vandermonde low-rank approximation
Fazzi, A., Kukush, A. & Markovsky, I., jul. 2024, In: Econometrics and Statistics. 31, blz. 38-48 11 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand1 Citaat (Scopus)97 Downloads (Pure) -
Addition and intersection of linear time-invariant behaviors
Fazzi, A. & Markovsky, I., dec. 2023, In: IFAC journal of Systems and Control. 26, 7 blz., 100233.Onderzoeksoutput: Article › peer review
Open Access -
Distance problems in the behavioral setting
Fazzi, A. & Markovsky, I., nov. 2023, In: European Journal of Control. 74, 6 blz., 100839.Onderzoeksoutput: Article › peer review
Open Access -
Parameter Estimation of Multiple Poles by Subspace-Based Method
Vijayan, P., Dreesen, P., Markovsky, I. & Ishteva, M. K., okt. 2023, 2023 9th International Conference on Control, Decision and Information Technologies (CoDIT). IEEE, blz. 1948-1953 6 blz. (9th 2023 International Conference on Control, Decision and Information Technologies, CoDIT 2023).Onderzoeksoutput: Conference paper
Open AccessBestand95 Downloads (Pure) -
A gradient system approach for Hankel structured low-rank approximation
Fazzi, A., Guglielmi, N. & Markovsky, I., aug. 2021, In: Linear Algebra & its Applications. 623, blz. 236-257 22 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand7 Citaten (Scopus)195 Downloads (Pure)
Activiteiten
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Dynamic measurement: application of system identification in metrology
Markovsky, I. (Speaker)
31 okt. 2020Activiteit: Talk at an external academic organisation
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Data-driven structured noise filtering via common dynamics estimation
Markovsky, I. (Invited speaker)
sep. 2019Activiteit: Talk or presentation at a workshop/seminar
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The no free lunch principle in data modeling
Markovsky, I. (Speaker)
27 aug. 2018 → 31 aug. 2018Activiteit: Talk or presentation at a workshop/seminar
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System identification in the behavioral setting
Markovsky, I. (Speaker)
14 mrt. 2018Activiteit: Talk at an external academic organisation
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Structured low-rank approximation approach to sum-of-exponentials modeling
Markovsky, I. (Speaker)
1 jun. 2018Activiteit: Talk or presentation at a conference
Scriptie
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Connection between nonlinear state-space and block-oriented models
Saragossi, S. ((PhD) Student), Dreesen, P. (Promotor), Markovsky, I. (Co-promotor), Tiels, K. (Co-promotor) & Fakhrizadeh Esfahani, A. (Co-promotor), Dreesen, P. (Promotor), 2017Scriptie/Masterproef: Master's Thesis