| Regularized nonparametric Volterra kernel estimation G Birpoutsoukis, A Marconato, J Lataire, J Schoukens Automatica 82, 324-327, 2017 | 59 | 2017 |
| Efficient multidimensional regularization for Volterra series estimation G Birpoutsoukis, PZ Csurcsia, J Schoukens Mechanical Systems and Signal Processing 104, 896-914, 2018 | 24 | 2018 |
| Non‐linear system modelling based on constrained Volterra series estimates P Śliwiński, A Marconato, P Wachel, G Birpoutsoukis IET Control Theory & Applications 11 (15), 2623-2629, 2017 | 18 | 2017 |
| 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 | 17 | 2017 |
| Nonparametric Volterra kernel estimation using regularization G Birpoutsoukis, J Schoukens 2015 IEEE International Instrumentation and Measurement Technology …, 2015 | 16 | 2015 |
| 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 | 10 | 2017 |
| 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 | 10 | 2015 |
| Gaussian process regression for the estimation of generalized frequency response functions JG Stoddard, G Birpoutsoukis, J Schoukens, JS Welsh Automatica 106, 161-167, 2019 | 8 | 2019 |
| Volterra series estimation in the presence of prior knowledge G Birpoutsoukis PhD thesis, Vrije Universiteit Brussel, 2018 | 4 | 2018 |
| The effect of prior knowledge on the least costly identification experiment G Birpoutsoukis, X Bombois IFAC-PapersOnLine 51 (15), 209-214, 2018 | 3 | 2018 |
| Gaussian process regression for generalized frequency response function estimation J Stoddard, G Birpoutsoukis arXiv preprint arXiv:1710.09828, 2017 | 1 | 2017 |
| Nonparametric Volterra series estimate of the cascaded tank G Birpoutsoukis, PZ Csurcsia Workshop on Nonlinear System Identification Benchmarks 2016, 2016 | 1 | 2016 |
| 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 |
| 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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