Anna Marconato

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 9

Top Topics

Kernel Estimation

Top Venues

Publications

Rishi Relan, Koen Tiels, Anna Marconato, Philippe Dreesen, Johan Schoukens
Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record. CoRR (2018)
Anna Marconato, Jonas Sjöberg, Johan A. K. Suykens, Johan Schoukens
Improved Initialization for Nonlinear State-Space Modeling. CoRR (2018)
Anna Marconato, Maarten Schoukens, Koen Tiels, Widanalage Dhammika Widanage, Amjad Abu-Rmileh, Johan Schoukens
Comparison of several data-driven nonlinear system identification methods on a simplified glucoregulatory system example. CoRR (2018)
Przemyslaw Sliwinski, Anna Marconato, Pawel Wachel, Georgios Birpoutsoukis
Nonlinear system modeling based on constrained Volterra series estimates. CoRR (2018)
Georgios Birpoutsoukis, Anna Marconato, John Lataire, Johan Schoukens
Regularized Nonparametric Volterra Kernel Estimation. CoRR (2018)
Georgios Birpoutsoukis, Anna Marconato, John Lataire, Johan Schoukens
Regularized nonparametric Volterra kernel estimation. Autom. 82 (2017)
Maarten Schoukens, Anna Marconato, Rik Pintelon, Gerd Vandersteen, Yves Rolain
Parametric identification of parallel Wiener-Hammerstein systems. CoRR (2017)
Anna Marconato, Maarten Schoukens, Johan Schoukens
Filter-based regularisation for impulse response modelling. CoRR (2016)
Anna Marconato, Maarten Schoukens, Johan Schoukens
Filter interpretation of regularized impulse response modeling. ECC (2016)
Anna Marconato, Johan Schoukens
Impact of regularization in FIR estimation for short and long data records. I2MTC (2015)
Maarten Schoukens, Anna Marconato, Rik Pintelon, Gerd Vandersteen, Yves Rolain
Parametric identification of parallel Wiener-Hammerstein systems. Autom. 51 (2015)
Ricardo Castro-Garcia, Siamak Mehrkanoon, Anna Marconato, Johan Schoukens, Johan A. K. Suykens
SVD truncation schemes for fixed-size kernel models. IJCNN (2014)
Johan Schoukens, Anna Marconato, Rik Pintelon, Yves Rolain, Maarten Schoukens, Koen Tiels, Laurent Vanbeylen, Gerd Vandersteen, Anne Van Mulders
System identification in a real world. AMC (2014)
Anna Marconato, Jonas Sjöberg, Johan A. K. Suykens, Johan Schoukens
Improved Initialization for Nonlinear State-Space Modeling. IEEE Trans. Instrum. Meas. 63 (4) (2014)
Anna Marconato, Johan Schoukens
Study of User-Specified Parameters in Nonlinear Dynamics Modeling with Neural Networks. ALCOSP (2013)
Anna Marconato, Maarten Schoukens, Yves Rolain, Johan Schoukens
Study of the effective number of parameters in nonlinear identification benchmarks. CDC (2013)
Michele Gubian, Anna Marconato, Andrea Boni, Dario Petri
A Study on Uncertainty-Complexity Tradeoffs for Dynamic Nonlinear Sensor Compensation. IEEE Trans. Instrum. Meas. 58 (1) (2009)
Anna Marconato, Michele Gubian, Andrea Boni, Bruno G. Caprile, Dario Petri
Accurate and Resource-Aware Classification Based on Measurement Data. IEEE Trans. Instrum. Meas. 57 (9) (2008)
Anna Marconato, Mingqing Hu, Andrea Boni, Dario Petri
Dynamic Compensation of Nonlinear Sensors by a Learning-From-Examples Approach. IEEE Trans. Instrum. Meas. 57 (8) (2008)
Michele Gubian, Anna Marconato, Andrea Boni, Dario Petri
Uncertainty-Aware Design Criteria for the Classification of Sensor Data. IEEE Trans. Instrum. Meas. 57 (6) (2008)