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 2024 Paweł Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner, End-to-end solution for Tenebrio Molitor rearing monitoring with uncertainty estimation and domain shift detection. W: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024, Seattle, Washington, USA 16-22 June 2024 : proceedings. Danvers, MA : IEEE, cop. 2024. s. 5498-5507. ISBN: 979-8-3503-6547-4 Resources:URL
2	Proceeding paper 2024 Paweł Parczyk, Robert Burduk, Transition into solar elevation angle domain for photovoltaic power generation forecasting. W: Progress in polish artificial intelligence research 5 : proceedings of the 5th Polish Conference on Artificial Intelligence (PP-RAI’2024), 18-20.04.2024, Warsaw, Poland / eds. Jacek Mańdziuk, Adam Żychowski, Mikołaj Małkiński. Warszawa : Wydawnictwo Uniwersyetetu Warszawskiego, 2024. s. 478-485. ISBN: 978-83-8156-696-4; 978-83-8156-697-1 Resources:DOIURL
3	Proceeding paper 2024 Paweł Parczyk, Robert Burduk, Optimisation of battery energy storage systems capacity for purpose to reduce energy cost. W: Computer Information Systems and Industrial Management : 23rd International Conference, CISIM 2024, Bialystok, Poland, September 27-29, 2024 : proceedings / eds. Khalid Saeed, Jiří Dvorský. Cham : Springer, cop. 2024. s. 414-427. ISBN: 978-3-031-71114-5; 978-3-031-71115-2 Resources:DOIURLSFX
4	Article 2024 Paweł Trajdos, Robert Burduk, Ensemble of classifiers based on score function defined by clusters and decision boundary of linear base learners. Knowledge-Based Systems. 2024, vol. 303, art. 112411, s. 1-15. ISSN: 0950-7051; 1872-7409 Resources:DOISFX
5	Proceeding paper 2024 Paweł Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner, Improved pest detection in insect larvae rearing with pseudo-labelling and spatio-temporal masking. W: VISIGRAPP 2024 : proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Rome, Italy, 27-29 February, 2024. Vol. 2, VISAPP / eds. Petia Radeva [i in.]. [Setúbal] : SciTePress, cop. 2024. s. 349-356. ISBN: 978-989-758-679-8 Resources:DOIURL
6	Article 2024 Paweł Majewski, Mariusz Mrzygłód, Piotr Lampa, Robert Burduk, Jacek Reiner, Monitoring the growth of insect larvae using a regression convolutional neural network and knowledge transfer. Engineering Applications of Artificial Intelligence. 2024, vol. 127, pt B, art. 107358, s. 1-17. ISSN: 0952-1976; 1873-6769 Resources:DOIURLSFX
7	Monograph chapter 2023 Paweł Parczyk, Robert Burduk, Statistical method for photovoltaic power forecasting basing on signal components decomposition. W: Progress in Polish Artificial Intelligence Research 4 / eds. Adam Wojciechowski, Piotr Lipiński. Łódź : Wydawnictwo Politechniki Łódzkiej, 2023. s. 207-212. ISBN: 978-83-66741-92-8 Resources:DOIURLSFX
8	Article 2023 Łukasz Chmielowski, Pavlo Konstantynov, Ryszard Łuczak, Michał Kucharzak, Robert Burduk, A novel method for software bug report assignment. Reliability: Theory & Applications. 2023, vol. 18, nr 2, s. 579-588. ISSN: 1932-2321 Resources:DOIURLSFX
9	Proceeding paper 2023 Robert Burduk, Recall and selectivity normalized in class labels as a classification performance metric. W: 23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China : proceedings / eds. Jihe Wang [i in.]. Piscataway, NJ : Institute of Electrical and Electronics Engineers, cop. 2023. s. 894-902. ISBN: 979-8-3503-8164-1; 979-8-3503-8165-8 Resources:DOIURL
10	Article 2023 Adam Radkowski, Karol Wolski, Iwona Radkowska, Robert Burduk, Karen Khachatryan, Henryk Bujak, Łukasz Jeleń, Variance analysis of an experimental study of the effects of amino acids and Fe chelate on turfgrass. Journal of Elementology. 2023, vol. 28, nr 4, s. 1155-1174. ISSN: 1644-2296 Resources:DOISFX

All publications