prof. dr hab. inż. Robert Burduk

Email: robert.burduk@pwr.edu.pl

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Structure: Faculty of Information and Communication Technology (N) » Department of Systems and Computer Networks

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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

Research fields

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

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

Selected publications
1	Referat konferencyjny 2026 Paweł Parczyk Robert Burduk On the one-day ahead high-resolution residencial demand forecasting in photovoltaic equipped household preliminary studies. W: Proceedings of the Fifth International Conference on Intelligent Systems in Production Engineering and Maintenance ISPEM 2025 / eds. Anna Burduk [i in.]. Cham : Springer, cop. 2026. s. 212-227. ISBN: 978-3-032-14162-0; 978-3-032-14163-7 Zasoby:DOIURLSFX
2	Referat konferencyjny 2026 Paweł Parczyk Robert Burduk On the one-day ahead photovoltaic power generation forecasting using weather analysis. W: Advances in Artificial Intelligence Research : Proceedings of the 6th Polish Conference on Artificial Intelligence, PP-RAI 2025, Katowice, Poland, 7–9 April, 2025 / eds. Beata Zielosko [i in]. Cham : Springer Nature Switzerland AG, cop. 2026. s. 229-240. ISBN: 978-3-032-04196-8; 978-3-032-04197-5 Zasoby:DOIURLSFX
3	Artykuł 2025 Paweł Parczyk Robert Burduk Short- and medium-term horizon photovoltaic power forecasting based on terrestrial solar radiation features. Engineering Applications of Artificial Intelligence. 2025, vol. 162, part E, art. 112668, s. 1-13. ISSN: 0952-1976; 1873-6769 Zasoby:DOIURLSFX
4	Redakcja materiałów konferencyjnych 2025 Paweł S Trajdos Robert Burduk Progress in Pattern Classification and Machine Learning : Proceedings of the 14th International Conference on Computer Recognition Systems 2025. Cham: Springer Nature Switzerland AG, cop. 2025. X, 113 s. ISBN: 978-3-032-01772-7; 978-3-032-01773-4 (Lecture Notes in Networks and Systems); vol. 1557) Zasoby:DOIURL
5	Referat konferencyjny 2024 Paweł Parczyk Tobiasz Puślecki Robert Burduk On the classification of weather based on the production of photovoltaic installations. W: 24th IEEE International Conference on Data Mining Workshops, ICDMW 2024, 9 December 2024, Abu Dhabi, United Arab Emirates : proceedings / eds. Yi He [i in.]. Piscataway, NJ : Institute of Electrical and Electronics Engineers, cop. 2024. s. 696-703. ISBN: 979-8-3315-3063-1; 979-8-3315-3064-8 Zasoby:DOIURL
6	Referat konferencyjny 2024 Paweł Majewski Piotr T 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 Zasoby:URL
7	Referat konferencyjny 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 Zasoby:URL
8	Referat konferencyjny 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 Zasoby:DOIURLSFX
9	Artykuł 2024 Paweł S 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 Zasoby:DOISFX
10	Referat konferencyjny 2024 Paweł Majewski Piotr T 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 Zasoby:DOIURL
11	Artykuł 2024 Paweł Majewski Mariusz Mrzygłód Piotr T 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 Zasoby:DOIURLSFX

All employee publications