1. An Unstructured Flexible Nonlinear Model for the Cascaded Water-tanks Benchmark*. Issue 1 (July 2017) Authors: Relan, Rishi; Tiels, Koen; Marconato, Anna; Schoukens, Johan Journal: IFAC-PapersOnLine Issue: Volume 50:Issue 1(2017) Page Start: 452 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Comparison of several data‐driven non‐linear system identification methods on a simplified glucoregulatory system example. Issue 17 (1st November 2014) Authors: Marconato, Anna; Schoukens, Maarten; Tiels, Koen; Widanage, Widanalage Dhammika; Abu‐Rmileh, Amjad; Schoukens, Johan Journal: IET control theory & applications Issue: Volume 8:Issue 17(2014) Page Start: 1921 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record. (1st May 2018) Authors: Relan, Rishi; Tiels, Koen; Marconato, Anna; Dreesen, Philippe; Schoukens, Johan Journal: Mechanical systems and signal processing Issue: Volume 104(2018) Page Start: 929 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Filter‐based regularisation for impulse response modelling. Issue 2 (1st January 2017) Authors: Marconato, Anna; Schoukens, Maarten; Schoukens, Johan Journal: IET control theory & applications Issue: Volume 11:Issue 2(2017) Page Start: 194 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Non‐linear system modelling based on constrained Volterra series estimates. Issue 15 (1st October 2017) Authors: Śliwiński, Przemysław; Marconato, Anna; Wachel, Paweł; Birpoutsoukis, Georgios Journal: IET control theory & applications Issue: Volume 11:Issue 15(2017) Page Start: 2623 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Parametric identification of parallel Wiener–Hammerstein systems. (January 2015) Authors: Schoukens, Maarten; Marconato, Anna; Pintelon, Rik; Vandersteen, Gerd; Rolain, Yves Journal: Automatica Issue: Volume 51(2015) Page Start: 111 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Parametric identification of parallel Wiener–Hammerstein systems. (January 2015) Authors: Schoukens, Maarten; Marconato, Anna; Pintelon, Rik; Vandersteen, Gerd; Rolain, Yves Journal: Automatica Issue: Volume 51(2015) Page Start: 111 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Regularized nonparametric Volterra kernel estimation. (August 2017) Authors: Birpoutsoukis, Georgios; Marconato, Anna; Lataire, John; Schoukens, Johan Journal: Automatica Issue: Volume 82(2017) Page Start: 324 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Tuning the hyperparameters of the filter-based regularization method for impulse response estimation. Issue 1 (July 2017) Authors: Marconato, Anna; Schoukens, Maarten Journal: IFAC-PapersOnLine Issue: Volume 50:Issue 1(2017) Page Start: 12841 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗