E-mail: robert.burduk@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 1.8
phone +48 71 340 7813

Office hours

• Monday 8.15-9.15
• Wednesday 8.15-9.15
• Thursday (even week) 9.15-11.15
• Friday (even week) 9.15-11.15

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Research fields

• Artificial intelligence, machine learning, supervised classification, data warehouses, decision support systems, business intelligence.

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Recent papers

2017

• Burduk R., Integration base classifiers based on their decision boundary. Lecture Notes in Artificial Intelligence, vol. 10246, s. 13-20, 2017.
• Rejer I., Burduk R., Classifier selection for motor imagery brain computer interface. Lecture Notes in Computer Science, vol. 10244, s. 122-130, 2017.

2016

• Burduk R., Heda P., Ensemble of classifiers with modification of confidence values. Lecture Notes in Computer Science, vol. 9842, s. 473-480, 2016.

2015

• Heda P., Burduk R. Ensemble selection based on discriminant functions in binary classification task. Lecture Notes in Computer Science, vol. 9375, s. 61-68, 2015.

2013

• Burduk R., Classifier fusion with interval-valued weights. Pattern Recognition Letters, vol. 34, nr 14, s. 1623-1629, 2013.

Papers in DONA database

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Selected publications
1	Proceeding paper 2023 Paweł Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner, Mixing augmentation and knowledge-based techniques in unsupervised domain adaptation for segmentation of edible insect states. W: VISAPP 2023 : proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), February 19-21, 2023, Lisbon, Portugal. Vol. 5 / eds. Petia Radeva, Giovanni Maria Farinella, Kadi Bouatouch. [Setúbal] : SCITEPRESS, cop. 2023. s. 380-387. ISBN: 978-989-758-634-7 Resources:DOIURL
2	Article 2023 Paweł Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner, Prediction of the remaining time of the foraging activity of honey bees using spatio-temporal correction and periodic model re-fitting. Computers and Electronics in Agriculture. 2023, vol. 205, art. 107596, s. 1-10. ISSN: 0168-1699; 1872-7107 Resources:DOIURLSFX
3	Proceeding paper 2022 Robert Burduk, Relearning ensemble selection based on new generated features. W: Intelligent Information and Database Systems : 14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022 : proceedings. Pt. 2 / eds. Ngoc Thanh Nguyen [i in.]. Cham : Springer, 2022. s. 282–291. ISBN: 978-3-031-21966-5; 978-3-031-21967-2 Resources:DOIURLSFX
4	Monographs and other books editing 2022 Michał Choraś, Robert Burduk, Agata Giełczyk, Rafał Kozik, Tomasz Marciniak, Advances in Computer Recognition, Image Processing and Communications, Selected Papers from CORES 2021 and IP&C 2021. Basel: MDPI, cop. 2022. 270 s. ISBN: 978-3-0365-5313-9; 978-3-0365-5314-6 Resources:DOIURL
5	Article 2022 Bartosz Poskart, Grzegorz Iskierka, Kamil Krot, Robert Burduk, Paweł Gwizdal, Arkadiusz Gola, Multi-parameter predictive model of mobile robot’s battery discharge for intelligent mission planning in multi-robot systems. Sensors. 2022, vol. 22, nr 24, art. 9861, s. 1-16. ISSN: 1424-8220 Resources:DOIURLSFX
6	Article 2022 Robert Burduk, Izabela Rojek, Emilia Mikołajewska, Dariusz Mikołajewski, Post-stroke gait classification based on feature space transformation and data labeling. Applied Sciences. 2022, vol. 12, nr 22, art. 11346, s. 1-12. ISSN: 2076-3417 Resources:DOIURLSFX
7	Article 2022 Paweł Majewski, Piotr Zapotoczny, Piotr Lampa, Robert Burduk, Jacek Reiner, Multipurpose monitoring system for edible insect breeding based on machine learning. Scientific Reports. 2022, vol. 12, art. 7892, s. 1-15. ISSN: 2045-2322 Resources:DOIURLSFX
8	Article 2022 Paweł Trajdos, Robert Burduk, Probability-driven scoring functions in combining linear classifiers. Journal of Universal Computer Science. 2022, vol. 28, nr 3, s. 269-291. ISSN: 0948-695X; 0948-6968 Resources:DOIURLSFX
9	Article 2022 Robert Burduk, Subspace-based decision trees integration. Information Sciences. 2022, vol. 592, s. 215-226. ISSN: 0020-0255; 1872-6291 Resources:DOIURLSFX
10	Proceeding paper 2022 Jakub Klikowski, Robert Burduk, Distance metrics in clustering and weighted scoring algorithm. 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. 23-33. ISBN: 978-3-030-81522-6; 978-3-030-81523-3 Resources:DOIURLSFX

All publications