Combined parametric-nonparametric identification of Hammerstein systems. - Zygmunt Hasiewicz; Grzegorz Mzyk (IEEE Trans. Autom. Control., 2004)

Generalized Kernel Regression Estimate for the Identification of Hammerstein Systems. - Grzegorz Mzyk (Int. J. Appl. Math. Comput. Sci., 2007)

A Censored Sample Mean Approach to Nonparametric Identification of Nonlinearities in Wiener Systems. - Grzegorz Mzyk (IEEE Trans. Circuits Syst. II Express Briefs, 2007)

Hammerstein system identification by non-parametric instrumental variables. - Zygmunt Hasiewicz; Grzegorz Mzyk (Int. J. Control, 2009)

Nonlinearity Recovering in Hammerstein System from Short Measurement Sequence. - Grzegorz Mzyk (IEEE Signal Process. Lett., 2009)

Wiener-Hammerstein system identification with non-Gaussian input. - Grzegorz Mzyk (ALCOSP, 2010)

Quasi-parametric Recovery of Hammerstein System Nonlinearity by Smart Model Selection. - Zygmunt Hasiewicz; Grzegorz Mzyk; Przemyslaw Sliwinski (ICAISC (2), 2010)

Nonparametric Identification of Nonlinearity in Wiener-Hammerstein Systems. - Grzegorz Mzyk (ICINCO (1), 2012)

Model Selection of Hammerstein System Nonlinearity under Heavy Noise. - Zygmunt Hasiewicz; Grzegorz Mzyk; Przemyslaw Sliwinski; Pawel Wachel (ALCOSP, 2013)

Nonparametric instrumental variables for identification of block-oriented systems. - Grzegorz Mzyk (Int. J. Appl. Math. Comput. Sci., 2013)

Instrumental variables for nonlinearity recovering in block-oriented systems driven by correlated signals. - Grzegorz Mzyk (Int. J. Syst. Sci., 2015)

Multistage identification of Wiener-Hammerstein system. - Zygmunt Hasiewicz; Pawel Wachel; Grzegorz Mzyk; Bartlomiej Kozdras (KKA, 2017)

Multistage identification of an N-L-N Hammerstein-Wiener system. - Grzegorz Mzyk; Marcin Bieganski; Bartlomiej Kozdras (MMAR, 2017)

Kernel-based identification of Wiener-Hammerstein system. - Grzegorz Mzyk; Pawel Wachel (Autom., 2017)

Hybrid Identification of L-N-L and N-L-N Systems. - Grzegorz Mzyk (ACC, 2018)

Efficient Identification of Hammerstein Systems by Two-Level Optimization with Decomposition. - Grzegorz Mzyk (MMAR, 2018)

Nonparametric System Identification Matlab Toolbox. - Grzegorz Mzyk (ICINCO (1), 2019)

Kernel Identification of Non-Linear Systems with General Structure. - Grzegorz Mzyk; Zygmunt Hasiewicz; Pawel Mielcarek (Algorithms, 2020)

ML Support for Conformity Checks in CMDB-Like Databases. - Szymon Niewiadomski; Grzegorz Mzyk (ICAISC (2), 2023)

Tracking Optimization in Nonparametric Identification of Time-Varying Nonlinear Systems. - Grzegorz Mzyk (PCC (2), 2023)

Recursive algorithm for interaction prediction in Hammerstein system identification with experimental studies. - Pawel Mielcarek; Grzegorz Mzyk (Int. J. Model. Identif. Control., 2023)

Exponential excitations for effective identification of Wiener system. - Gabriel Maik; Grzegorz Mzyk; Pawel Wachel (Int. J. Control, 2024)

Multi-stage kernel method based identification of Wiener-Hammerstein system with cyclostationary input signal. - Gabriel Maik; Grzegorz Mzyk (Inf. Sci., 2025)