| Wybrane publikacje |
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| 1 | Artykuł 2025
Aleksandra M Knapińska, Jakub Derda, Franciszek Strasburger, Szymon T Wojciechowski, Jakub Klikowski, Piotr T Lechowicz, Krzysztof Walkowiak,| Graph-based machine learning estimation methods for backbone optical network optimization. IEEE Transactions on Cognitive Communications and Networking. 2025, s. 1-14. ISSN: 2332-7731 | | Zasoby:DOIURL |    |
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| 2 | Artykuł 2025
Anna P Maino, Jakub Klikowski, Brendan Strong, Wahid Ghaffari, Michał Woźniak, Tristan Bourcier, Andrzej Grzybowski,| Artificial intelligence vs. human cognition: a comparative analysis of ChatGPT and candidates sitting the European Board of Ophthalmology Diploma examination. Vision. 2025, vol. 9, nr 2, art. 31, s. 1-12. ISSN: 2411-5150 | | Zasoby:DOIURLSFX |  |
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| 3 | Referat konferencyjny 2024
Jakub Klikowski, Michał Woźniak,| Non-stationary imbalanced data stream classification with weighted one-class ensemble. 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. 205-212. ISBN: 979-8-3315-3063-1; 979-8-3315-3064-8 | | Zasoby:DOIURL | |
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| 4 | Referat konferencyjny 2023
Joanna Komorniczak, Szymon T Wojciechowski, Jakub Klikowski, Rafał Kozik, Michał Choraś,| Analysis of extractive text summarization methods as a binary classification problem. W: International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) ; 14th International Conference on EUropean Transnational Education (ICEUTE 2023) : proceedings / eds. Pablo García Bringas [i in.]. Cham : Springer, cop. 2023. s. 91-100. ISBN: 978-3-031-42518-9; 978-3-031-42519-6 | | Zasoby:DOIURLSFX | |
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| 5 | Referat konferencyjny 2022
Jakub Klikowski,| Imbalanced data oversampling using one-class support vector machine classifier. W: Proceedings of the 3rd Polish Conference on Artificial Intelligence, PP-RAI’2022 : April 25-27, 2022, Gdynia, Poland. Gdynia : Maritime University, cop. 2022. s. 65-68. ISBN: 978-83-7421-401-8 | | Zasoby:URL | |
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| 6 | Referat konferencyjny 2022
Jakub Klikowski,| Concept drift detector based on centroid distance analysis. W: 2022 International Joint Conference on Neural Networks (IJCNN), Padua, Italy, 18-23 July 2022 : conference proceedings. Danvers, MA : IEEE, cop. 2022. s. 1-8. ISBN: 978-1-6654-9526-4; 978-1-7281-8671-9 | | Zasoby:DOIURL | |
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| 7 | Artykuł 2022
Jakub Klikowski, Michał Woźniak,| Deterministic sampling classifier with weighted bagging for drifted imbalanced data stream classification. Applied Soft Computing. 2022, vol. 122, art. 108855, s. 1-18. ISSN: 1568-4946; 1872-9681 | | Zasoby:DOIURLSFX | |
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| 8 | Referat konferencyjny 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 | | Zasoby:DOIURLSFX | |
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| 9 | Referat konferencyjny 2021
Jakub Klikowski, Robert Burduk,| Clustering and weighted scoring algorithm based on estimating the number of clusters. 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. 40-49. ISBN: 978-3-030-77966-5; 978-3-030-77967-2 | | Zasoby:DOIURLSFX | |
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| 10 | Artykuł 2021
Joanna A Klikowska, Jakub Klikowski, Michał Woźniak,| Hellinger distance weighted ensemble for imbalanced data stream classification. Journal of Computational Science. 2021, vol. 51, art. 101314, s. 1-19. ISSN: 1877-7503; 1877-7511 | | Zasoby:DOIURLSFX | |
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| 11 | Referat konferencyjny 2020
Jakub Klikowski, Michał Woźniak,| Employing one-class SVM classifier ensemble for imbalanced data stream 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. 117-127. ISBN: 978-3-030-50422-9; 978-3-030-50423-6 | | Zasoby:DOISFX | |
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