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 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
2	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
3	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
4	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
5	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
6	Monograph chapter 2020 Paweł Trajdos, Marek Kurzyński, Randomized reference classifier with gaussian distribution and soft confusion matrix applied to the improving weak classifiers. W: Progress in Computer Recognition Systems / Robert Burduk, Marek Kurzyński, MichałWoźniak (Eds.). Switzerland : Springer, cop. 2020. s. 326-336. ISBN: 978-3-030-19737-7 Resources:DOISFX
7	Monographs and other books editing 2020 Robert Burduk, Marek Kurzyński, Michał Woźniak, Progress in computer recognition systems. Cham: Springer, cop. 2020. X, 372 s. ISBN: 978-3-030-19737-7 (Advances in Intelligent Systems and Computing, ISSN 2194-5357; vol. 977) Resources:DOI
8	Monograph chapter 2019 Paweł Trajdos, Marek Kurzyński, Andrzej Wołczowski, Zastosowanie systemów wieloklasyfikatorowych do rozpoznawania biosygnałów i sterowania bioprotezą dłoni. W: Informatyka w medycynie / red. Marek Kurzyński [i in.]. [Warszawa] : Akademicka Oficyna Wydawnicza EXIT, cop. 2019. s. 883-902. ISBN: 978-83-7837-087-1 Resources:SFX
9	Monograph chapter 2019 Katarzyna Kisiel-Sajewicz, Anna Jaskólska, Andrzej Wołczowski, Jarosław Marusiak, Marek Kurzyński, System komputerowy do treningu korowych ośrodków sensoryczno-motorycznych osób przed przeszczepem ręki wykorzystujący wirtualną rzeczywistość oraz czuciowe i wzrokowe sprzężenie zwrotne. W: Informatyka w medycynie / red. Marek Kurzyński [i in.]. [Warszawa] : Akademicka Oficyna Wydawnicza EXIT, cop. 2019. s. 825-841. ISBN: 978-83-7837-087-1 Resources:SFX
10	Monograph chapter 2019 Marek Kurzyński, Grzegorz Badura, Marek Czerw, Waldemar Goździk, Jakub Śmiechowicz, Paweł Trajdos, Michał Woźniak, System zdalnego monitorowania pacjentów szpitalnych. W: Informatyka w medycynie / red. Marek Kurzyński [i in.]. [Warszawa] : Akademicka Oficyna Wydawnicza EXIT, cop. 2019. s. 561-578. ISBN: 978-83-7837-087-1 Resources:SFX