Concepedia
Statistics
Publications
13
Citations
251
H-Index
11
Active since
2012
Affiliations
KU Leuven(Current)
Vrije Universiteit Brussel
Uppsala University
University of Liège
Philippe Dreesen is an author at KU Leuven specializing in engineering, numerical analysis, and system identification.
Top concepts
EngineeringNumerical AnalysisSystem IdentificationSystems EngineeringApproximation TheoryMachine LearningMechanical SystemsModeling And SimulationMathematical ProgrammingStability
Publications per year
2012–2021
Least-Squares Support Vector Machines for the identification of Wiener–Hammerstein systems
Tillmann Falck, Philippe Dreesen, Kris De Brabanter et al. · Control Engineering Practice · 2012 · 57 citations · Full text
Support Vector Machine, Engineering, Machine Learning +5
Back to the Roots: Polynomial System Solving, Linear Algebra, Systems Theory
Philippe Dreesen, Kim Batselier, Bart De Moor · IFAC Proceedings Volumes · 2012 · 32 citations
Polynomial System Solving, Computer Algebra, Algebraic Method +4
Parameter reduction in nonlinear state-space identification of hysteresis
Alireza Esfahani, Philippe Dreesen, Koen Tiels et al. · Mechanical Systems and Signal Processing · 2017 · 28 citations · Full text
Nonlinear System Identification, Engineering, Mechanical Systems +4
Decoupling Multivariate Polynomials for Nonlinear State-Space Models
Jan Decuyper, Philippe Dreesen, J. Schoukens et al. · IEEE Control Systems Letters · 2019 · 20 citations
Mathematical Programming, Numerical Analysis, Nonlinear System Identification +9
Multidimensional realisation theory and polynomial system solving
Philippe Dreesen, Kim Batselier, Bart De Moor · International Journal of Control · 2017 · 15 citations · Full text
Numerical Analysis, Multidimensional Realisation Theory, Mathematical Programming +13
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