Pawel Wachel

According to our database, Pawel Wachel authored at least 28 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Decentralized diffusion-based learning under non-parametric limited prior knowledge.

Pawel Wachel, Krzysztof Kowalczyk, Cristian R. Rojas

Eur. J. Control, January, 2024

Exponential excitations for effective identification of Wiener system.

Gabriel Maik, Grzegorz Mzyk, Pawel Wachel

Int. J. Control, 2024

Kernel-Based Learning with Guarantees for Multi-agent Applications.

Krzysztof Kowalczyk, Pawel Wachel, Cristian R. Rojas

Proceedings of the Computational Science - ICCS 2024, 2024

2023

A Dual Averaging Algorithm for Online Modeling of Infinite Memory Nonlinear Systems.

Szymon Lagosz, Pawel Wachel, Przemyslaw Sliwinski

IEEE Trans. Autom. Control., September, 2023

Learning low-dimensional separable decompositions of MIMO non-linear systems.

Pawel Wachel, Koen Tiels, Maciej Filinski

Int. J. Control, April, 2023

Frequency-Supported Neural Networks for Nonlinear Dynamical System Identification.

Krzysztof Zajac, Pawel Wachel

CoRR, 2023

A Computationally Lightweight Safe Learning Algorithm.

Dominik Baumann, Krzysztof Kowalczyk, Koen Tiels, Pawel Wachel

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

On State-Space Representations of General Discrete-Time Dynamical Systems.

Cristian R. Rojas, Pawel Wachel

IEEE Trans. Autom. Control., 2022

2021

Identification of Wiener-Hammerstein systems by ℓ1-constrained Volterra series.

Szymon Lagosz, Przemyslaw Sliwinski, Pawel Wachel

Eur. J. Control, 2021

Mimicking Learning for 1-NN Classifiers.

Przemyslaw Sliwinski, Pawel Wachel, Jerzy W. Rozenblit

Proceedings of the Computational Science - ICCS 2021, 2021

Low-Dimensional Decompositions for Nonlinear Finite Impulse Response Modeling.

Maciej Filinski, Pawel Wachel, Koen Tiels

Proceedings of the Computational Science - ICCS 2021, 2021

2019

Assessment of Baroreflex Sensitivity Using Time-Frequency Analysis during Postural Change and Hypercapnia.

Agnieszka Kazimierska, Michal M. Placek, Agnieszka Uryga, Pawel Wachel, Malgorzata Burzynska, Magdalena Kasprowicz

Comput. Math. Methods Medicine, 2019

Modeling of switching-mode nonlinear system by exponentially weighted aggregation.

Pawel Wachel, Przemyslaw Sliwinski, Zygmunt Hasiewicz

Proceedings of the 24th International Conference on Methods and Models in Automation and Robotics, 2019

2018

Nonlinear system modeling based on constrained Volterra series estimates.

Przemyslaw Sliwinski, Anna Marconato, Pawel Wachel, Georgios Birpoutsoukis

CoRR, 2018

2017

Wiener system modelling by exponentially weighted aggregation.

Pawel Wachel

Int. J. Control, 2017

Kernel-based identification of Wiener-Hammerstein system.

Grzegorz Mzyk, Pawel Wachel

Autom., 2017

Exponentially weighted aggregation of models for Wiener-Hammerstein system modelling.

Pawel Wachel, Zygmunt Hasiewicz

Proceedings of the 22nd International Conference on Methods and Models in Automation and Robotics, 2017

Multistage identification of Wiener-Hammerstein system.

Zygmunt Hasiewicz, Pawel Wachel, Grzegorz Mzyk, Bartlomiej Kozdras

Proceedings of the Trends in Advanced Intelligent Control, Optimization and Automation - Proceedings of KKA 2017, 2017

2016

Convex aggregative modelling of infinite memory nonlinear systems.

Pawel Wachel

Int. J. Control, 2016

Aggregative modeling of Wiener systems.

Szymon Lagosz, Przemyslaw Sliwinski, Pawel Wachel

Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

A stochastic approach to contrast detection autofocusing. A 2D case analysis.

Adrian Galeziowski, Przemyslaw Sliwinski, Pawel Wachel

Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

2015

Aggregative Modeling of Nonlinear Systems.

Pawel Wachel, Przemyslaw Sliwinski

IEEE Signal Process. Lett., 2015

Complexity of cerebral blood flow velocity and arterial blood pressure in subarachnoid hemorrhage using time-frequency analysis.

Michal M. Placek, Pawel Wachel, Marek Czosnyka, Martin Soehle, Peter Smielewski, Magdalena Kasprowicz

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

A simple scheme for semi-recursive identification of Hammerstein system nonlinearity by Haar wavelets.

Przemyslaw Sliwinski, Zygmunt Hasiewicz, Pawel Wachel

Int. J. Appl. Math. Comput. Sci., 2013

Application of stochastic counterpart optimization to contrast-detection autofocusing.

Przemyslaw Sliwinski, Pawel Wachel

Proceedings of the International Conference on Advances in Computing, 2013

Empirical Recovery of Input Nonlinearity in Distributed Element Models.

Przemyslaw Sliwinski, Krzysztof S. Berezowski, Pawel Wachel, Gilles Sicard, Laurent Fesquet

Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013

Model Selection of Hammerstein System Nonlinearity under Heavy Noise.

Zygmunt Hasiewicz, Grzegorz Mzyk, Przemyslaw Sliwinski, Pawel Wachel

Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013

2007

On Nonparametric Identification of Wiener Systems.

Miroslaw Pawlak, Zygmunt Hasiewicz, Pawel Wachel

IEEE Trans. Signal Process., 2007