Georgios Birpoutsoukis
Georgios Birpoutsoukis
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Regularized nonparametric Volterra kernel estimation
G Birpoutsoukis, A Marconato, J Lataire, J Schoukens
Automatica 82, 324-327, 2017
372017
Nonparametric Volterra kernel estimation using regularization
G Birpoutsoukis, J Schoukens
2015 IEEE International Instrumentation and Measurement Technology …, 2015
162015
Efficient multidimensional regularization for Volterra series estimation
G Birpoutsoukis, PZ Csurcsia, J Schoukens
Mechanical Systems and Signal Processing 104, 896-914, 2018
152018
Modeling the nonlinear cortical response in EEG evoked by wrist joint manipulation
MP Vlaar, G Birpoutsoukis, J Lataire, M Schoukens, AC Schouten, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (1 …, 2017
122017
Batch-to-batch model improvement for cooling crystallization
M Forgione, G Birpoutsoukis, X Bombois, A Mesbah, PJ Daudey, ...
Control Engineering Practice 41, 72-82, 2015
122015
Non-linear system modelling based on constrained Volterra series estimates
P Sliwiński, A Marconato, P Wachel, G Birpoutsoukis
IET Control Theory & Applications 11 (15), 2623-2629, 2017
112017
Gaussian process regression for the estimation of generalized frequency response functions
JG Stoddard, G Birpoutsoukis, J Schoukens, JS Welsh
Automatica 106, 161-167, 2019
52019
Nonparametric Volterra series estimate of the cascaded water tanks using multidimensional regularization
G Birpoutsoukis, PZ Csurcsia, J Schoukens
IFAC-PapersOnLine 50 (1), 476-481, 2017
52017
Volterra series estimation in the presence of prior knowledge
G Birpoutsoukis
PhD thesis, Vrije Universiteit Brussel, 2018
32018
The effect of prior knowledge on the least costly identification experiment
G Birpoutsoukis, X Bombois
IFAC-PapersOnLine 51 (15), 209-214, 2018
12018
Nonparametric Volterra series estimate of the cascaded tank
G Birpoutsoukis, PZ Csurcsia
Workshop on Nonlinear System Identification Benchmarks 2016, 2016
12016
Gaussian process regression for the estimation of stable univariate time-series processes.
G Birpoutsoukis, JM Hendrickx
ESANN, 685-690, 2020
2020
Frequency domain response under arbitrary excitation for fading memory nonlinear systems
JG Stoddard, G Birpoutsoukis, J Lataire, JS Welsh
Automatica 107, 327-332, 2019
2019
Gaussian Process Regression for Generalized Frequency Response Function Estimation
J Stoddard, G Birpoutsoukis
arXiv preprint arXiv:1710.09828, 2017
2017
VOLTERRA SERIES OF THE BRAIN RESPONSE TO IMPOSED WRIST MOTION
G Birpoutsoukis, MP Vlaar, J Lataire, M Schoukens, AC Schouten, ...
2017 ERNSI Workshop on System Identification, 2017
2017
Volterra series model of the brain response to imposed wrist motion
G Birpoutsoukis, MP Vlaar, J Lataire, M Schoukens
36th Benelux Meeting on Systems and Control, 2017
2017
Transient elimination and memory saving possibilities for multidimensional nonparametric regularization illustrated on the cascaded water tanks benchmark problem
PZ Csurcsia, G Birpoutsoukis, J Schoukens
Workshop on Nonlinear System Identification Benchmarks 2017, 2017
2017
A first attempt to optimal experiment design for system identification under regularized parameter estimation
G Birpoutsoukis, J Schoukens
ERNSI 2014, 2014
2014
" Data-driven modeling to predict the consumption of energy in one or multiple sites
G Dacier, J Hendrickx, G Birpoutsoukis
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Artiklar 1–19