Prof. Robert Burduk, DSc, PhD, Eng
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
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 |
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| 1 | Proceeding paper 2024
| 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 |  |
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| 2 | Proceeding paper 2024
| 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 | |
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| 3 | Proceeding paper 2024
| 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 | |
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| 4 | Article 2024
| 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 |    |
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| 5 | Proceeding paper 2024
| 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 | |
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| 6 | Article 2024
| 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 | |
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| 7 | Monograph chapter 2023
| 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 | |
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| 8 | Article 2023
Łukasz Chmielowski, Pavlo Konstantynov, Ryszard Łuczak, | A novel method for software bug report assignment. Reliability: Theory & Applications. 2023, vol. 18, nr 2, s. 579-588. ISSN: 1932-2321 | | Resources:DOIURLSFX | |
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| 9 | Proceeding paper 2023
| 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 | |
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| 10 | Article 2023
Adam Radkowski, Karol Wolski, Iwona Radkowska, Karen Khachatryan, Henryk Bujak, | 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 | |
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All publications