E-mail: przemyslaw.sliwinski@pwr.edu.pl

Unit: Faculty of Information and Communication Technology (N) » Department of Control Systems and Mechatronics

ul. Z. Janiszewskiego 11/17, 50-372 Wrocław
building C-3, room 213
phone +48 71 320 3357

Office hours

• Monday 17.00-19.00
• Thursday 13.00-15.00

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Research fields

• Image processing (object detection, 3D mapping, autofocusing algorithms); Autistic behavior modeling (stochastic modeling, emotion detection, augmented reality applications); Nonlinear system identification (nonparametric algorithms, computational methods).

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Recent papers

2018

• Śliwiński P., Wachel P., Lagosz Sz., Nonlinearity recovery by standard and aggregative orthogonal series algorithms, Applied Stochastic Models in Business and Industry, to appear, vol. 34, No. 1, pp. 1-8, 2018.

2017

• Śliwiński P., Marconato A., Wachel P., Birpoutsoukis G., Nonlinear system modeling based on constrained Volterra series estimates, IET Control Theory & Applications, vol. 11, No. 15, pp. 2623-2629, 2017.

2015

• Wachel P., Śliwiński P., Aggregative Modeling of Nonlinear Systems, IEEE Signal Processing Letters, vol. 22, No. 9, pp. 1482-1486, 2015.
• Śliwiński P., Wachel P., Hasiewicz Z., On Hammerstein system nonlinearity identification algorithms based on order statistics and compactly supported functions, in: Stochastic Models, Statistics and Their Applications, Springer Proceedings in Mathematics & Statistics, vol. 122, pp. 453-460, February 2015.
• Śliwiński P., Wachel P., Hasiewicz Z., Nonparametric identification of MISO Hammerstein system from structured data, Journal of Systems Science and Systems Engineering, vol. 24, No. 1, 2015.

Papers in DONA database

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Selected publications
1	Proceeding paper 2023 Przemysław Śliwiński, Jarosław Sugier, Jacek Mazurkiewicz, Tomasz Walkowiak, Training environment for rare events learning a feasibility study. W: Reliability and statistics in transportation and communication : selected papers from the 22nd International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication: Artificial Intelligence in Transportation, RelStat-2022, October 20–21, 2022, Riga, Latvia / eds. Igor Kabashkin, Irina Yatskiv, Olegas Prentkovskis. Cham : Springer, cop. 2023. s. 285-292. ISBN: 978-3-031-26654-6; 978-3-031-26655-3 Resources:DOI
2	Article 2023 Szymon Łagosz, Paweł Wachel, Przemysław Śliwiński, A dual averaging algorithm for on-line modelling of infinite memory nonlinear systems. IEEE Transactions on Automatic Control. 2023, vol. 68, nr 9, s. 5677-5684. ISSN: 0018-9286; 1558-2523 Resources:DOIURLSFX
3	Monograph chapter 2022 Tomasz Walkowiak, Jacek Mazurkiewicz, Jarosław Sugier, Przemysław Śliwiński, Performance analysis of intelligent agents in complex event processing systems. W: Safety and reliability of systems and processes. Summer safety and reliability seminar 2022 / eds. Kołowrocki Krzysztof [i in.]. Gdynia : Gdynia Maritime University, 2022. s. 195-204. ISBN: 978-83-7421-421-6; 978-83-7421-422-3 Resources:DOIURL
4	Proceeding paper 2021 Przemysław Śliwiński, Paweł Wachel, Jerzy Rozenblit, Mimicking learning for 1-NN classifiers. W: Computational Science - ICCS 2021 : 21st International Conference Krakow, Poland, June 16-18, 2021 : proceedings. Pt. 3 / eds. Maciej Paszynski [i in.]. Cham : Springer, cop. 2021. s. 75-80. ISBN: 978-3-030-77966-5; 978-3-030-77967-2 Resources:DOIURLSFX
5	Article 2021 Szymon Łagosz, Przemysław Śliwiński, Paweł Wachel, Identification of Wiener–Hammerstein systems by ℓ1–constrained Volterra series. European Journal of Control. 2021, vol. 58, s. 53-59. ISSN: 0947-3580; 1435-5671 Resources:DOISFX
6	Proceeding paper 2020 Jacek Mazurkiewicz, Tomasz Walkowiak, Jarosław Sugier, Przemysław Śliwiński, Krzysztof Helt, Intelligent inference agent for safety systems events. W: Theory and Applications of Dependable Computer Systems : proceedings of the Fifteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 29 - July 3, 2020, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2020. s. 441-450. ISBN: 978-3-030-48255-8; 978-3-030-48256-5 Resources:DOIURLSFX
7	Proceeding paper 2020 Jacek Mazurkiewicz, Tomasz Walkowiak, Jarosław Sugier, Przemysław Śliwiński, Krzysztof Helt, Intelligent agent for weather parameters prediction. W: Engineering in dependability of computer systems and networks : proceedings of the Fourteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, July 1-5, 2019, Brunów, Poland / eds. Wojciech Zamojski [i in.]. Cham : Springer, cop. 2020. s. 331-340. ISBN: 978-3-030-19500-7; 978-3-030-19501-4 Resources:DOISFX
8	Monograph chapter 2019 Przemysław Śliwiński, Paweł Wachel, Stochastic framework for contrast-detection autofocusing. W: Stochastic models, statistics and their applications : Dresden, Germany, March 2019 / Ansgar Steland, Ewaryst Rafajłowicz, Ostap Okhrin (Eds.). Switzerland : Springer, cop. 2019. s. 385-392. ISBN: 978-3-030-28664-4; 978-3-030-28665-1 Resources:DOIURLSFX
9	Proceeding paper 2019 Jarosław Sugier, Tomasz Walkowiak, Jacek Mazurkiewicz, Przemysław Śliwiński, Krzysztof Helt, Performance evaluation of event-driven software applied in monitoring systems. W: Reliability and statistics in transportation and communication : selected papers from the 18th International Conference on Reliability and Statistics in Transportation and Communication, RelStat’18, 17–20 October 2018, Riga, Latvia / eds. Igor Kabashkin, Irina Yatskiv (Jackiva), Olegas Prentkovskis. Cham : Springer, 2019. s. 311-319. ISBN: 978-3-030-12449-6 Resources:DOISFX
10	Proceeding paper 2019 Przemysław Śliwiński, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Krzysztof Helt, Off-the-shelf convolution neural networks low-light object detection comparison. W: Reliability and statistics in transportation and communication : selected papers from the 18th International Conference on Reliability and Statistics in Transportation and Communication, RelStat’18, 17–20 October 2018, Riga, Latvia / eds. Igor Kabashkin, Irina Yatskiv (Jackiva), Olegas Prentkovskis. Cham : Springer, 2019. s. 302-310. ISBN: 978-3-030-12449-6 Resources:DOISFX

All publications