Projecten per jaar
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
Verdiep u in de onderzoeksgebieden waarop Ivan Markovsky actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
Projecten
- 8 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
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., Ishteva, M. K., De Lathauwer, L., De Moor, B., Patrinos, P., Van Barel, M., Absil, P. A., Glineur, F., Gillis, N. & Lataire, J.
1/01/18 → 31/12/23
Project: Fundamenteel
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OZRSRF24: Structured low-rank approximation: Theory, algorithms, and applications - SRF mandate
1/10/17 → 30/09/22
Project: Fundamenteel
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FWOAL827: Block-georiënteerde niet-lineaire identificatie met behulp van de Volterra-serie
Markovsky, I., Ishteva, M. K. & Dreesen, P.
1/01/17 → 31/12/20
Project: Fundamenteel
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FWOAL758: Ontkoppelen van multivariate veeltermen in niet-lineaire systeemidentificatie
Markovsky, I., Ishteva, M. K., Dreesen, P., Usevich, K. & Schoukens, J.
1/01/15 → 31/12/18
Project: Fundamenteel
Onderzoeksoutput
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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)57 Downloads (Pure) -
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 › Research
Open AccessBestand17 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 AccessBestand5 Citaten (Scopus)13 Downloads (Pure) -
Behavioral systems theory in data-driven analysis, signal processing, and control
Markovsky, I. & Dörfler, F., dec 2021, In: Annual Reviews in Control. 52, blz. 42-64 23 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand141 Citaten (Scopus)1136 Downloads (Pure) -
Common dynamic estimation via structured low-rank approximation with multiple rank constraints
Fazzi, A., Guglielmi, N., Markovsky, I. & Usevich, K., 1 jul 2021, In: IFAC-PapersOnLine. 54, 7, blz. 103-107 5 blz.Onderzoeksoutput: Article › peer review
Open Access1 Citaat (Scopus)
Activiteiten
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Dynamic measurement: application of system identification in metrology
Ivan Markovsky (Speaker)
31 okt 2020Activiteit: Talk at an external academic organisation
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Data-driven structured noise filtering via common dynamics estimation
Ivan Markovsky (Invited speaker)
sep 2019Activiteit: Talk or presentation at a workshop/seminar
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The no free lunch principle in data modeling
Ivan Markovsky (Speaker)
27 aug 2018 → 31 aug 2018Activiteit: Talk or presentation at a workshop/seminar
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System identification in the behavioral setting
Ivan Markovsky (Speaker)
14 mrt 2018Activiteit: Talk at an external academic organisation
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Structured low-rank approximation approach to sum-of-exponentials modeling
Ivan Markovsky (Speaker)
1 jun 2018Activiteit: Talk or presentation at a conference
Scriptie
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Connection between nonlinear state-space and block-oriented models
Auteur: Saragossi, S., Dreesen, P., Markovsky, I., Tiels, K. & Fakhrizadeh Esfahani, A., 2017Begeleider: Dreesen, P. (Promotor)
Scriptie/Masterproef: Master's Thesis