Ivan Markovsky

Ivan Markovsky

Vrije Universiteit Brussel

H-index: 32

Europe-Belgium

About Ivan Markovsky

Ivan Markovsky, With an exceptional h-index of 32 and a recent h-index of 21 (since 2020), a distinguished researcher at Vrije Universiteit Brussel, specializes in the field of system identification, behavioral approach, data-driven control.

His recent articles reflect a diverse array of research interests and contributions to the field:

Uncertainty Quantification of Data-Driven Output Predictors in the Output Error Setting

Identification from data with periodically missing output samples

The Behavioral Toolbox

Finite-data nonparametric frequency response evaluation without leakage

Data-based system representations from irregularly measured data

Fast data-driven iterative learning control for linear system with output disturbance

Parameter Estimation of Multiple Poles by Subspace-Based Method

Addition and intersection of linear time-invariant behaviors

Ivan Markovsky Information

University

Position

(VUB)

Citations(all)

6494

Citations(since 2020)

3127

Cited By

4591

hIndex(all)

32

hIndex(since 2020)

21

i10Index(all)

78

i10Index(since 2020)

47

Email

University Profile Page

Vrije Universiteit Brussel

Google Scholar

View Google Scholar Profile

Ivan Markovsky Skills & Research Interests

system identification

behavioral approach

data-driven control

Top articles of Ivan Markovsky

Title

Journal

Author(s)

Publication Date

Uncertainty Quantification of Data-Driven Output Predictors in the Output Error Setting

arXiv preprint arXiv:2404.15098

Farzan Kaviani

Ivan Markovsky

Hamid R Ossareh

2024/4/23

Identification from data with periodically missing output samples

Ivan Markovsky

Mohammad Alsalti

Victor G Lopez

Matthias A Müller

2024

The Behavioral Toolbox

Proceedings of Machine Learning Research vol vvv

Ivan Markovsky

2024

Finite-data nonparametric frequency response evaluation without leakage

Automatica

Ivan Markovsky

Hamid Ossareh

2024/1/1

Data-based system representations from irregularly measured data

arXiv preprint arXiv:2307.11589

Mohammad Alsalti

Ivan Markovsky

Victor G Lopez

Matthias A Müller

2023/7/21

Fast data-driven iterative learning control for linear system with output disturbance

arXiv preprint arXiv:2312.14326

Jia Wang

Leander Hemelhof

Ivan Markovsky

Panagiotis Patrinos

2023/12/21

Parameter Estimation of Multiple Poles by Subspace-Based Method

Prabhu Vijayan

Philippe Dreesen

Ivan Markovsky

Mariya Ishteva

2023/7/3

Addition and intersection of linear time-invariant behaviors

IFAC Journal of Systems and Control

Antonio Fazzi

Ivan Markovsky

2023/12/1

Data-Driven Output Matching of Output-Generalized Bilinear and Linear Parameter-Varying systems

Leander Hemelhof

Ivan Markovsky

Panagiotis Patrinos

2023/6/13

Distance problems in the behavioral setting

European Journal of Control

Antonio Fazzi

Ivan Markovsky

2023/11/1

On the persistency of excitation

Automatica

Ivan Markovsky

Eduardo Prieto-Araujo

Florian Dörfler

2023/1/1

Data-driven control based on the behavioral approach: From theory to applications in power systems

IEEE Control Systems Magazine

Ivan Markovsky

Linbin Huang

Florian Dörfler

2023/10/1

A Model-Free Method Based on Kautz Functions for Dynamic Measurement Improvement

Tsonyo Slavov

Miroslava Baraharska

Ivan Markovsky

2023/9/18

Data-driven dynamic interpolation and approximation

Automatica

Ivan Markovsky

Florian Dörfler

2022/1/1

Identifiability in the behavioral setting

IEEE Transactions on Automatic Control

Ivan Markovsky

Florian Dörfler

2022/9/27

Improvement of Measurement Dynamics Based on Extended Kalman Filter

Miroslava Baraharska

Tsonyo Slavov

Ivan Markovsky

2022/9/11

MIMO system identification using common denominator and numerators with known degrees

International Journal of Adaptive Control and Signal Processing

Antonio Fazzi

Benjamin Grossmann

Guillaume Mercère

Ivan Markovsky

2022/4

Bridging direct and indirect data-driven control formulations via regularizations and relaxations

IEEE Transactions on Automatic Control

Florian Dörfler

Jeremy Coulson

Ivan Markovsky

2022/2/4

Data-driven simulation of generalized bilinear systems via linear time-invariant embedding

IEEE Transactions on Automatic Control

Ivan Markovsky

2022/1/27

A model-free method based on Laguerre series expansion for dynamic measurement improvement

Tsonyo Slavov

Miroslava Baraharska

Ivan Markovsky

2022/10/6

See List of Professors in Ivan Markovsky University(Vrije Universiteit Brussel)

Co-Authors

H-index: 68
Jan Willems

Jan Willems

Katholieke Universiteit Leuven

H-index: 59
Rik Pintelon

Rik Pintelon

Vrije Universiteit Brussel

H-index: 38
Mahesan Niranjan

Mahesan Niranjan

University of Southampton

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