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Michał Piórek, PhD
Email: michal.piorek@pwr.edu.pl
Unit: Faculty of Information and Communication Technology (N) » Department of Computer Engineering
ul. Z. Janiszewskiego 7, 50-372 Wrocław
building C-16, room P 2.2
phone +48 71 320 7625
Office hours
- Thursday 18.50-19.50
Research fields
- Dynamical systems; machine learning; geospatial data analysis; nonlinear time series analysis.
Recent papers
2025
- Marek Bazan, Przemysław Lewicki, Michał Piórek, Ewa Skubalska-Rafajłowicz, Kamil Szyc, Henryk Maciejewski, Machine Learning-Based Surrogate Models for Noise Level Prediction on Urban Scale Maps, International Conference on Dependability and Complex Systems, 11-20.
2024
- Ewa Skubalska-Rafajłowicz, Adam Krzyżak, Michał Piórek, Eigenmaps-Modified PCA-Based Approach for Dimensionality Reduction of Multivariate Time Series of Geospatial Data, International Conference on Artificial Intelligence and Soft Computing, 189-200.
2020
- Piórek M., Jabłoński B., A Quaternion Clustering Framework, International Journal of Applied Mathematics and Computer Science 30, 133-147.
2018
- Piórek M., Analysis of Chaotic Behavior in Non-linear Dynamical Systems, Springer Studies in Systems, Decision and Control 160.
2017
- Piórek M., Josiński H., Michalczuk A., Świtoński A., Szczęsna A., Quaternions and joint angles in an analysis of local stability of gait for different variants of walking speed and treadmill slope, Information Sciences 384, 263-280.
2015
- Korus L., Piórek M., Compound method of time series classification, Nonlinear Analysis, Modelling and Control 20 (4), 545-560.