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Anna Marconato
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Regularized nonparametric Volterra kernel estimation
G Birpoutsoukis, A Marconato, J Lataire, J Schoukens
Automatica 82, 324-327, 2017
702017
Parametric identification of parallel Wiener–Hammerstein systems
M Schoukens, A Marconato, R Pintelon, G Vandersteen, Y Rolain
Automatica 51, 111-122, 2015
562015
Filter‐based regularisation for impulse response modelling
A Marconato, M Schoukens, J Schoukens
IET Control Theory & Applications 11 (2), 194-204, 2017
522017
Identification of the Silverbox benchmark using nonlinear state-space models
A Marconato, J Sjöberg, J Suykens, J Schoukens
IFAC Proceedings. 16th IFAC Symposium on System Identification 16 (1), 632-637, 2012
352012
Improved Initialization for Nonlinear State-Space Modeling
A Marconato, J Sjoberg, JAK Suykens, J Schoukens
IEEE Transactions on Instrumentation and Measurement 63 (4), 972 – 980, 2014
302014
Dynamic compensation of nonlinear sensors by a learning-from-examples approach
A Marconato, M Hu, A Boni, D Petri
Instrumentation and Measurement, IEEE Transactions on 57 (8), 1689-1694, 2008
282008
System identification in a real world
J Schoukens, A Marconato, R Pintelon, Y Rolain, M Schoukens, K Tiels, ...
2014 IEEE 13th International Workshop on Advanced Motion Control (AMC), 1-9, 2014
232014
Study of the effective number of parameters in nonlinear identification benchmarks
A Marconato, M Schoukens, Y Rolain, J Schoukens
52nd IEEE Conference on Decision and Control, 4308-4313, 2013
212013
Initialization of nonlinear state-space models applied to the Wiener–Hammerstein benchmark
A Marconato, J Sjöberg, J Schoukens
Control Engineering Practice 20 (11), 1126-1132, 2012
212012
Identification of Wiener–Hammerstein Benchmark data by means of support vector machines
A Marconato, J Schoukens
15th IFAC symposium on system identification, 816-819, 2009
202009
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
182017
An Unstructured Flexible Nonlinear Model for the Cascaded Water-tanks Benchmark
R Relan, K Tiels, A Marconato, J Schoukens
IFAC-PapersOnLine 50 (1), 452-457, 2017
172017
Accurate and resource-aware classification based on measurement data
A Marconato, M Gubian, A Boni, BG Caprile, D Petri
IEEE Transactions on Instrumentation and Measurement 57 (9), 2044-2051, 2008
122008
A study on uncertainty–complexity tradeoffs for dynamic nonlinear sensor compensation
M Gubian, A Marconato, A Boni, D Petri
IEEE Transactions on Instrumentation and Measurement 58 (1), 26-32, 2008
102008
Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record
R Relan, K Tiels, A Marconato, P Dreesen, J Schoukens
Mechanical Systems and Signal Processing 104, 929-943, 2018
92018
Model selection for power efficient analysis of measurement data
A Marconato, A Boni, B Caprile, D Petri
2006 IEEE Instrumentation and Measurement Technology Conference Proceedings …, 2006
92006
Comparison of several data-driven non-linear system identification methods on a simplified glucoregulatory system example
A Marconato, M Schoukens, K Tiels, WD Widanage, A Abu-Rmileh, ...
IET Control Theory & Applications 8 (17), 1921-1930, 2014
72014
Linking regularization and low-rank approximation for impulse response modeling
A Marconato, L Ljung, Y Rolain, J Schoukens
33rd Benelux Meeting on Systems and Control, 2014
62014
Linking regularization and low-rank approximation for impulse response modeling
A Marconato, L Ljung, Y Rolain, J Schoukens
Proceedings of the 19th IFAC World Congress, 2014
62014
Separate initialization of dynamics and nonlinearities in nonlinear state-space models
A Marconato, J Sjöberg, J Suykens, J Schoukens
2012 IEEE International Instrumentation and Measurement Technology …, 2012
62012
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Articles 1–20