Closed-loop system identification via a tailor-made IV method. - Paul M. J. Van den Hof; Marion Gilson (CDC, 2001)

New insights in closed-loop identification with bias-eliminated least-squares (BELS). - Marion Gilson; Paul M. J. Van den Hof (ECC, 2001)

On the relation between a bias-eliminated least-squares (BELS) and an IV estimator in closed-loop identification. - Marion Gilson; Paul M. J. Van den Hof (Autom., 2001)

Quantification of model uncertainties in closed-loop subspace identification. - Marion Gilson; Alain Richard; Hugues Garnier (CDC, 2002)

Instrumental variable methods for continuous-time model identification in closed-loop. - Marion Gilson; Hugues Garnier; Paul M. J. Van den Hof (ACC, 2004)

Instrumental variable methods for closed-loop system identification. - Marion Gilson; Paul M. J. Van den Hof (Autom., 2005)

Continuous-time model identification from noisy input/output measurements using fourth-order cumulants. - Stéphane Thil; Hugues Garnier; Marion Gilson; Kaushik Mahata (CDC, 2007)

Refined instrumental variable methods for identification of Hammerstein continuous-time Box-Jenkins models. - Vincent Laurain; Marion Gilson; Hugues Garnier; Peter C. Young (CDC, 2008)

Third-order cumulants based methods for continuous-time errors-in-variables model identification. - Stéphane Thil; Hugues Garnier; Marion Gilson (Autom., 2008)

Refined instrumental variable methods for identifying hammerstein models operating in closed loop. - Vincent Laurain; Marion Gilson; Hugues Garnier (CDC, 2009)

Unifying some higher-order statistic-based methods for errors-in-variables model identification. - Stéphane Thil; Wei Xing Zheng 001; Marion Gilson; Hugues Garnier (Autom., 2009)

Identification of LPV output-error and Box-Jenkins models via optimal refined instrumental variable methods. - Vincent Laurain; Marion Gilson; Roland Tóth; Hugues Garnier (ACC, 2010)

Refined instrumental variable methods for identification of LPV Box-Jenkins models. - Vincent Laurain; Marion Gilson; Roland Tóth; Hugues Garnier (Autom., 2010)

Direct identification of continuous-time LPV models. - Vincent Laurain; Marion Gilson; Roland Tóth; Hugues Garnier (ACC, 2011)

Instrumental variable scheme for closed-loop LPV model identification. - Roland Tóth; Vincent Laurain; Marion Gilson; Hugues Garnier (Autom., 2012)

Refined Instrumental Variable Identification of Continuous-Time OE and BJ Models from Irregularly Sampled Data. - Fengwei Chen; Hugues Garnier; Marion Gilson (ALCOSP, 2013)

Identification of Advection-Diffusion Equation from a Limited Number of Spatial Locations. - Julien Schorsch; Marion Gilson; Hugues Garnier (ALCOSP, 2013)

Frequency-domain instrumental variable based method for wide band system identification. - Marion Gilson; James S. Welsh; Hugues Garnier (ACC, 2013)

Identification of LPV partial differential equation models. - Julien Schorsch; Marion Gilson; Vincent Laurain; Hugues Garnier (CDC, 2013)

Instrumental variable methods for identifying partial differential equation models. - Julien Schorsch; Hugues Garnier; Marion Gilson; Peter C. Young (Int. J. Control, 2013)

Parameter and time-delay identification of continuous-time models from non-uniformly sampled data. - Fengwei Chen; Hugues Garnier; Marion Gilson (CDC, 2014)

Closed-loop identification of continuous-time systems from non-uniformly sampled data. - Fengwei Chen; Marion Gilson; Juan C. Agüero; Hugues Garnier; Julien Schorsch (ECC, 2014)

Refined IV-based method for LPV partial differential equation model identification. - Julien Schorsch; Vincent Laurain; Marion Gilson; Hugues Garnier (ECC, 2014)

The impact of smoothness on model class selection in nonlinear system identification: An application of derivatives in the RKHS. - Yusuf Bhujwalla; Vincent Laurain; Marion Gilson (ACC, 2016)

An RKHS approach to systematic kernel selection in nonlinear system identification. - Yusuf Bhujwalla; Vincent Laurain; Marion Gilson (CDC, 2016)

An as-level approach to network traffic analysis and modelling. - Quentin Grandemange; Yusuf Bhujwalla; Marion Gilson; Olivier Ferveur; Eric Gnaedinger (ICC, 2017)

A live network AS-level traffic characterization. - Quentin Grandemange; Olivier Ferveur; Marion Gilson; Eric Gnaedinger (ICNC, 2017)

EM-based identification of continuous-time ARMA Models from irregularly sampled data. - Fengwei Chen; Juan C. Agüero; Marion Gilson; Hugues Garnier; Tao Liu 002 (Autom., 2017)

Robust time-domain output error method for identifying continuous-time systems with time delay. - Fengwei Chen; Marion Gilson; Hugues Garnier; Tao Liu 002 (Syst. Control. Lett., 2017)

Frequency domain identification of continuous-time output-error models with time-delay from relay feedback tests. - Fengwei Chen; Hugues Garnier; Marion Gilson; Xiangtao Zhuan (Autom., 2018)

Issues in separable identification of continuous-time models with time-delay. - Fengwei Chen; Xiangtao Zhuan; Hugues Garnier; Marion Gilson (Autom., 2018)

A Frequency Localizing Basis Function-Based IV Method for Wideband System Identification. - Marion Gilson; James S. Welsh; Hugues Garnier (IEEE Trans. Control. Syst. Technol., 2018)

Structural Risk Minimization for Switched System Identification. - Louis Massucci; Fabien Lauer; Marion Gilson (CDC, 2020)

Recursive IV Identification of Continuous-Time Models With Time Delay From Sampled Data. - Fengwei Chen; Hugues Garnier; Arturo Andrés Padilla Bernedo; Marion Gilson (IEEE Trans. Control. Syst. Technol., 2020)

Regularized Switched System Identification: a Statistical Learning Perspective. - Louis Massucci; Fabien Lauer; Marion Gilson (ADHS, 2021)

A statistical learning perspective on switched linear system identification. - Louis Massucci; Fabien Lauer; Marion Gilson (Autom., 2022)

Neural Networks Smart Grid Based Optimisation for Expensive Functions. - Alain Uwadukunze; Xavier Bombois; Marion Gilson; Marie Albisser (ECC, 2024)