| Wybrane publikacje |
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| 1 | Artykuł 2026
Roya Aghadavoud Marnani, Michał Podpora, Aleksandra D Kawala-Sterniuk Xuyuan Tao, Petr Bilik, Radek Martinek,| Challenges in biomedical signals monitoring using textile electrodes: A review. Computers and Electrical Engineering. 2026, vol. 130, art. 110866, s. 1-21. ISSN: 0045-7906; 1879-0755 | | Zasoby:DOIURLSFX |    |
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| 2 | Referat konferencyjny 2026
Michał Podpora, Marek Baranowski, Aleksandra D Kawala-Sterniuk Mariusz Pelc| DualRAG architecture - Structured retrieval with layered knowledge models. W: Proceedings of the 18th International Conference on Agents and Artificial Intelligence : ICAART 2026, March 5-8, 2026, Marbella, Spain. Vol. 1 / eds. Ana Paula Rocha, Mattias Wahde, H. Jaap van den Herik. [Setúbal] : SCITEPRESS - Science and Technology Publications, cop. 2026. s. 228-235. ISBN: 978-989-758-796-2 | | Zasoby:DOIURL |  |
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| 3 | Referat konferencyjny 2026
Michał Podpora, Marek Baranowski, Aleksandra D Kawala-Sterniuk Mariusz Pelc Piotr Rogala, Piotr Kawa, Paweł Piróg, Anna Romaniewska, Wojciech Rogala,| From chatbot to validator. A dual-agent strategy towards trustworthy on-premise conversational LLMs. W: Proceedings of the 18th International Conference on Agents and Artificial Intelligence : ICAART 2026, March 5-8, 2026, Marbella, Spain. Vol. 1 / eds. Ana Paula Rocha, Mattias Wahde, H. Jaap van den Herik. [Setúbal] : SCITEPRESS - Science and Technology Publications, cop. 2026. s. 220-227. ISBN: 978-989-758-796-2 | | Zasoby:DOIURL | |
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| 4 | Referat konferencyjny 2026
Mariusz Pelc Sławomir Stemplewski, Waldemar Bauer, Tomasz Kajdanowicz Aleksandra D Kawala-Sterniuk| Initial study on cancer diagnosis using AI/NLP and expert system integration. W: Computational Science - ICCS 2026 Workshops : 26th International Conference, ICCS 2026, Hamburg, Germany, June 29-July 1, 2026 : Proceedings, Part I / eds. Maciej Paszynski, Amanda S. Barnard, Yongjie Jessica Zhang. Cham : Springer Nature Switzerland AG, cop. 2026. s. 362-369. ISBN: 978-3-032-29911-6; 978-3-032-29912-3 | | Zasoby:DOIURLSFX | |
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| 5 | Artykuł 2026
Mariusz Pelc Magda Żołubak, Dariusz Mikołajewski, Kamil Adamczewski Katarzyna M Białas Rafał Chałupnik Adrian Luckiewicz, Dawid Krutul, Mateusz Koryciński, Dawid T Wolkiewicz Waldemar Karwowski, Aleksandra D Kawala-Sterniuk| Initial Study on Mental Disease Detection System Using Welch Transform and Machine Learning-Based Methods. Applied Sciences. 2026, vol. 16, nr 10, art. 4697, s. 1-16. ISSN: 2076-3417 | | Zasoby:DOIURLSFX | |
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| 6 | Artykuł 2025
Marta Kopańska, Danuta Ochojska, Julia Trojniak, Aleksandra D Kawala-Sterniuk Dariusz Mikołajewski, Waldemar Karwowski, Amir Al-Bakri, Piotr Sterniuk, Jacek Szczygielski,| Analysis of the cannabidiol effects in epilepsy treatment based on seizure characteristics in EEG recordings – a review. Epileptic Disorders. 2025, vol. 27, nr 6, s. 1148-1167. ISSN: 1950-6945; 1294-9361 | | Zasoby:DOIURLSFX | |
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| 7 | Patent 2025
Jarosław Zygarlicki, Aleksandra D Kawala-Sterniuk Mariusz Pelc, Dawid Bączkowski, Monika Blaszczyszyn, Adam Łysiak,Jarosław Zygarlicki*, Aleksandra D. Kawala-Sterniuk*, Mariusz Pelc*, Dawid Bączkowski*, Monika Blaszczyszyn*, Adam Łysiak*
Patent. Polska, nr PL 247628, opubl. 11.08.2025. Zgłosz. nr 441200 z 16.05.2022. System do obrazowania mózgu w bliskiej podczerwieni / Politechnika Opolska, Opole, PL ; Jarosław Zygarlicki [i in.]. 5 s. | | Zasoby:URL | |
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| 8 | Artykuł 2025
Aleksandra D Kawala-Sterniuk Michał Podpora, Dariusz Mikołajewski, Maciej Piasecki Ewa K Rudnicka Adrian Luckiewicz, Adam Sudoł, Mariusz Pelc,| Decoding emotions from fNIRS: A survey on tensor-based approaches in affective computing and medical applications. Applied Sciences. 2025, vol. 15, nr 19, art. 10525, s. 1-18. ISSN: 2076-3417 | | Zasoby:DOIURLSFX | |
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| 9 | Artykuł 2025
Amir Al-Bakri, Ahmed Tahseen Muslim, Moneer K Faraj, Wamedh Esam Matti, Radana Vilimkova Kahankova, Dariusz Mikołajewski, Waldemar Karwowski, Aleksandra D Kawala-Sterniuk| Epileptic brain imaging by source localization CLARA supported by ictal-based semiology and VEEG in resource-limited settings. Frontiers in Neuroinformatics. 2025, vol. 19, art. 1661617, s. 1-12. ISSN: 1662-5196 | | Zasoby:DOIURLSFX | |
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| 10 | Artykuł 2025
Adam Łysiak, Dawid Bączkowicz, Dorota Borzucka, Mirosław Szmajda, Aleksandra D Kawala-Sterniuk Sebastian Brol, Michał Dołęgowski, Janusz Mroczka| Regression analysis of the vibroarthrogram in the external load conditions. Advances in Science and Technology Research Journal. 2025, vol. 19, nr 10, s. 238-251. ISSN: 2080-4075; 2299-8624 | | Zasoby:DOIURLSFX | |
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| 11 | Referat konferencyjny 2025
Konrad Łukiewicz, Michał Podpora, Grzegorz Drałus, Damian Mazur, Jakub Drałus, Tomasz Kajdanowicz Aleksandra D Kawala-Sterniuk| Decision trees and machine learning for cybersecurity: how model settings affect attack detection. W: Computational Science - ICCS 2025 Workshops : 25th International Conference, Singapore, Singapore, July 7-9, 2025 : Proceedings. Pt. 1 / eds. Maciej Paszynski, Amanda S. Barnard, Yongjie Jessica Zhang. Cham : Springer Nature Switzerland AG, cop. 2025. s. 44-59. ISBN: 978-3-031-97553-0; 978-3-031-97554-7 | | Zasoby:DOIURLSFX | |
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| 12 | Referat konferencyjny 2025
Grzegorz Drałus, Damian Mazur, Konrad Łukiewicz, Michał Podpora, Jacek Bartman, Henryk Racheniuk, Tomasz Kajdanowicz Aleksandra D Kawala-Sterniuk| Implementation of convolutional neural networks for the purpose of five types of white blood cells automatic counting. W: Computational Science - ICCS 2025 Workshops : 25th International Conference, Singapore, Singapore, July 7-9, 2025 : Proceedings. Pt. 1 / eds. Maciej Paszynski, Amanda S. Barnard, Yongjie Jessica Zhang. Cham : Springer Nature Switzerland AG, cop. 2025. s. 395-410. ISBN: 978-3-031-97553-0; 978-3-031-97554-7 | | Zasoby:DOIURLSFX | |
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| 13 | Referat konferencyjny 2025
Adrian Luckiewicz, Dariusz Mikołajewski, Radosław Roszczyk, Krzysztof Siwek, Tomasz Kajdanowicz Mariusz Pelc, Piotr Sterniuk, Edward Jacek Gorzelanczyk, Aleksandra D Kawala-Sterniuk| Multimodal machine learning analysis of fNIRS signals using LSTM and KNN models for cognitive states and brain activation patterns prediction. W: Recent Challenges in Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025 : Kitakyushu, Japan, April 23-25, 2025 : Proceedings. Pt. 3 / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer Nature Singapore, cop. 2025. s. 275-288. ISBN: 978-981-96-5887-9; 978-981-96-5886-2 | | Zasoby:URLSFX | |
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| 14 | Artykuł 2025
Mariusz Pelc, Dariusz Mikołajewski, Adrian Luckiewicz, Adam Sudoł, Patryk Mendon, Edward Jacek Gorzelanczyk, Aleksandra D Kawala-Sterniuk| Machine learning-based filtering system for fNIRS signals analysis purpose. Bulletin of the Polish Academy of Sciences. Technical Sciences. 2025, vol. 73, nr 1, art. e152605, s. 1-8. ISSN: 0239-7528; 2300-1917 | | Zasoby:DOISFX | |
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| 15 | Referat konferencyjny 2025
Waldemar Bauer, Mariusz Pelc, Katarzyna M Białas Tomasz Kajdanowicz Aleksandra D Kawala-Sterniuk| Non-parametric spectral analysis of slow wave activity in resting-state EEG as a biomarker of dementia risk. W: 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025, 12-15 November 2025, Washington, DC, USA : proceedings / eds. Li Zhang [i in.]. Piscataway, NJ : Institute of Electrical and Electronics Engineers, cop. 2025. s. 1821-1828. ISBN: 979-8-3315-8132-9; 979-8-3315-8133-6 | | Zasoby:DOIURL | |
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| 16 | Referat konferencyjny 2025
Anna Bryniarska, Piotr Schneider, Dariusz Mikołajewski, Magdalena Igras-Cybulska, Aleksandra D Kawala-Sterniuk| Data domain adaptation for machine learning in negative emotion recognition from voice data. W: Progress in Polish Artificial Intelligence Research 6 : proceedings of the 6th Polish Conference on Artificial Intelligence (PP-RAI’2025), 7-9.04.2025, Katowice, Poland / eds. Rafał Doroz, Beata Zielosko. Katowice : Wydawnictwo Uniwersytetu Śląskiego, 2025. s. 73-79. ISBN: 978-83-226-4405-8 | | Zasoby:DOIURL | |
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| 17 | Artykuł 2025
Ewa Małecka, Jakub Czajka, Aleksandra D Kawala-Sterniuk| The impact of the COVID-19 pandemic on the development of telemedicine. Sustainable Production, Instrumentation and Engineering Sciences. 2025, vol. 4, nr 1, s. 1-5. ISSN: 2956-6711 | | Zasoby:DOIURLSFX | |
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