Piotr Sobolewski, PhD
E-mail: piotr.sobolewski@pwr.edu.pl
Unit: Faculty of Information and Communication Technology (N) » Department of Systems and Computer Networks
ul. Z. Janiszewskiego 7, 50-372 Wrocław
building C-16, room P.2.9
phone +48 71 340 7805
Office hours
- Wednesday 17.00-19.00
- Thursday 17.00-19.00
Research fields
- My main interest is what happens in players brains when they play games. I analyze the influence of various types of games on different types of personalities, correlating it with the brain chemicals that are released when playing. Additionally, I am researching the possibilities of applying state-of-the-art artificial intelligence methods in game design, in order to improve the player experience for instance by automatically adjusting the game difficulty during the game play itself.
Recent papers
2014
- Sobolewski P., Wozniak M., Identifying features with concept drift in multidimensional data using statistical tests. In Lazaros S. Iliadis, Ilias Maglogiannis, and Harris Papadopoulos, editors, AIAI, volume 436 of IFIP Advances in Information and Communication Technology, pages 405-413. Springer, 2014. ISBN 978-3-662-44653-9.
2013
- Sobolewski P., Wozniak M., Ldcnet: Minimizing the cost of supervision for various types of concept drift. In Computational Intelligence in Dynamic and Uncertain Environments (CIDUE), 2013 IEEE Symposium on, pages 68-75, April 2013. doi: 10.1109/CIDUE.2013.6595774.
- Sobolewski P., Wozniak M., Concept drift detection and model selection with simulated recurrence and ensembles of statistical detectors. Journal of Universal Computer Science, 19(4):462-483, feb 2013.
- Sobolewski P., Wozniak M., Comparable study of statistical tests for virtual concept drift detection. In 8th International Conference on Computer Recognition Systems CORES 2013, pages 329-337, 2013.
2011
- Sobolewski P., Wozniak M., Concept selecting classifiers as a solution to recurring concept drift in streaming data. In Proceedings of Modelling and Simulation of Systems, MOSIS, Berlin, Heidelberg, 2011. Springer-Verlag.
2010
- Kurlej B., Sobolewski P., Wozniak M., Simple combining classifiers for a special case of incremental concept drift problem. In 10th International Conference on Intelligent Systems Design and Applications (ISDA), pages 160-165. IEEE, 2010. ISBN 978-1-4244-8134-7.