Email: marek.kurzynski@pwr.edu.pl

Unit: Faculty of Electronics, Photonics and Microsystems (N) » Department of Field Theory, Electronic Circuits and Optoelectronics

ul. Z. Janiszewskiego 11/17, 50-372 Wrocław
building C-3, room 110
phone +48 71 320 3792

Office hours

• Monday 9.00-11.00
• Tuesday 8.00-9.00 i 13.00-14.00

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Research fields

• Pattern recognition; artificial intelligence; medical informatics.

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Recent papers

2018

• Trajdos P., Kurzyński M., A correction method of a binary classifier applied to multi-label pairwise model, International Journal of Neural Systems (2018) https://doi.org/10.1142/S0129065717500629 (IF=6.333)

2017

• Trajdos P., Kurzyński M., An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework / Paweł Trajdos, Marek Kurzyński. Pattern Analysis and Applications. 2017, s. 1-28 (IF=1.352)
• Kurzyński M., Jaskólska A., Marusiak J., Wołczowski A., Bierut P., Szumowski Ł., Witkowski J., Kisiel-Sajewicz K., Computer-aided training sensorimotor cortex functions in humans before the upper limb transplantation using virtual reality and sensory feedback. Computers in Biology and Medicine. 2017, vol. 87, s. 311-321 (IF=1.836)

2016

• Kurzyński M., Majak M., Żołnierek A., Multiclassifier systems applied to the computer-aided sequential medical diagnosis. Biocybernetics and Biomedical Engineering. 2016, vol. 36, nr 4, s. 619-625 (IF=1,031)
• Trajdos P., Kurzyński M., A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier. International Journal of Applied Mathematics and Computer Science. 2016, vol. 26, nr 1, s. 175-189 (IF=1,420)
• Kurzyński M., Krysmann M., Trajdos P., Wołczowski A., Multiclassifier system with hybrid learning applied to control of bioprosthetic hand. Computers in Biology and Medicine. 2016, vol. 69, s. 286-297 (IF=1.836)

2014

• Łysiak R., Kurzyński M., Wołoszyński T., Optimal selection of ensemble classifiers using measures of competence and diversity of base classifiers. Neurocomputing. 2014, vol. 126, s. 29-35 (IF=2.083)

2012

• Wołoszyński T., Podsiadło P., Stachowiak G., Kurzyński M., A dissimilarity-based multiple classifier system for trabecular bone texture in detection and prediction of progression of knee osteoarthritis. Proceedings of the Institution of Mechanical Engineers. Part H, Journal of Engineering in Medicine. 2012, s. 887-894 (IF=1.419)
• Wołoszyński T., Podsiadło P., Stachowiak G., Kurzyński M., Lohmander L., Englund M., Prediction of progression of radiographic knee osteoarthritis using tibial trabecular bone texture. Arthritis & Rheumatism. 2012, vol. 64, nr 3, s. 688-695 (IF=7.477)
• Wołoszyński T., Kurzyński M., Podsiadło P., Stachowiak G., A measure of competence based on random classification for dynamic ensemble selection. Information Fusion. 2012, vol. 13, nr 3, s. 207-213 (IF=2.262)

2011

• Wołoszyński T., Kurzyński M., A probabilistic model of classifier competence for dynamic ensemble selection. Pattern Recognition. 2011, vol. 44, nr 10/11, s. 2656-2668 (IF=4.582)

Papers in DONA database

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1	Proceeding paper 2024 Paweł Trajdos, Marek Kurzyński, A dual ensemble classifier used to recognise contaminated multi-channel EMG and MMG signals in the control of upper limb bioprosthesis. W: Classifier Learning from Difficult Data, 19-20 October 2024, Santiago de Compostella, Spain / eds. Paweł Zyblewski [i in.]. [Cambridge, MA : JMLR], 2024. s. 1-20. Resources:URLSFX
2	Article 2024 Paweł Trajdos, Marek Kurzyński, Application of context-dependent interpretation of biosignals recognition to control a bionic multifunctional hand prosthesis. Biocybernetics and Biomedical Engineering. 2024, vol. 44, nr 1, s. 161-182. ISSN: 0208-5216; 2391-467X Resources:DOIURLSFX
3	Proceeding paper 2023 Paweł Trajdos, Marek Kurzyński, Dynamic time warping technique applied to the user’s intent recognition for myoelectric-based control of upper limb prosthesis. W: Progress on Pattern Classification, Image Processing and Communications : Proceedings of the CORES and IP&C Conferences 2023 / eds. Robert Burduk [i in.]. Cham : Springer, cop. 2023. s. 219-231. ISBN: 978-3-031-41629-3; 978-3-031-41630-9 Resources:DOIURLSFX
4	Article 2022 Joanna Mencel, Jarosław Marusiak, Anna Jaskólska, Łukasz Kamiński, Marek Kurzyński, Andrzej Wołczowski, Artur Jaskólski, Katarzyna Kisiel-Sajewicz, Motor imagery training of goal-directed reaching in relation to imagery of reaching and grasping in healthy people. Scientific Reports. 2022, vol. 12, art. 18610, s. 1-14. ISSN: 2045-2322 Resources:DOISFX
5	Monograph chapter 2022 Michał Błędowski, Andrzej Wołczowski, Marek Kurzyński, Paweł Trajdos, Jerzy Witkowski, System kontekstowego rozpoznawania biosygnałów = System of contextual recognition of biosignals. W: Postępy robotyki. T. 1 / pod red. Alicji Mazur i Cezarego Zielińskiego. Warszawa : Oficyna Wydawnicza Politechniki Warszawskiej, 2022. s. 115-124. ISBN: 978-83-8156-410-6 Resources:SFX
6	Proceeding paper 2022 Paweł Trajdos, Marek Kurzyński, Building an ensemble of classifiers via randomized models of ensemble members. W: Progress in image processing, pattern recognition and communication systems : proceedings of the conference (CORES, IP&C, ACS) - June 28-30, 2021 / eds. Michał Choraś [i in.]. Cham : Springer, cop. 2022. s. 3-13. ISBN: 978-3-030-81522-6; 978-3-030-81523-3 Resources:DOIURLSFX
7	Proceedings papers editing 2022 Michał Choraś, Ryszard S Choraś, Marek Kurzyński, Paweł Trajdos, Jerzy Pejaś, Tomasz Hyla, Progress in image processing, pattern recognition and communication systems : proceedings of the conference (CORES, IP&C, ACS) - June 28-30, 2021. Cham: Springer, cop. 2022. XIV, 352 s. ISBN: 978-3-030-81522-6; 978-3-030-81523-3 (Lecture Notes in Networks and Systems, ISSN 2367-3370; vol. 255) Resources:DOI
8	Proceeding paper 2021 Paweł Trajdos, Marek Kurzyński, Soft confusion matrix classifier for stream classification. 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. 3-17. ISBN: 978-3-030-77966-5; 978-3-030-77967-2 Resources:DOIURLSFX
9	Article 2021 Joanna Mencel, Anna Jaskólska, Jarosław Marusiak, Łukasz Kamiński, Marek Kurzyński, Andrzej Wołczowski, Artur Jaskólski, Katarzyna Kisiel-Sajewicz, Motor imagery training of reaching-to-grasp movement supplemented by a virtual environment in an individual with congenital bilateral transverse upper-limb deficiency. Frontiers in Psychology. 2021, vol. 12, art. 638780, s. 1-13. ISSN: 1664-1078 Resources:DOISFX
10	Proceeding paper 2020 Paweł Trajdos, Marek Kurzyński, A correction method of a base classifier applied to imbalanced data classification. W: Computational Science - ICCS 2020 : 20th International Conference Amsterdam, the Netherlands, June 3-5, 2020 : proceedings. Pt. 4 / eds. Valeria V. Krzhizhanovskaya [i in.]. Cham : Springer, cop. 2020. s. 88-102. ISBN: 978-3-030-50422-9; 978-3-030-50423-6 Resources:DOISFX