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RODZAJE PRAC:
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| 262436 | 105040155308 |
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.
| 2026 | |
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| 262447 | |
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.
| 2026 | |
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| 261132 | 105035605991 |
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.
| 2026 | |
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| 261130 | 105035628102 |
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.
| 2026 | |
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| 261042 | 105035382695 |
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.
| 2025 | |
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| 259063 | |
Jarosław Zygarlicki*, Aleksandra D Kawala-Sterniuk*, Mariusz Pelc*, Dawid Bączkowski*, Monika Blaszczyszyn*, Adam Łysiak*
Patent. 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 : 1 rys.
Priorytetowe Obszary Badawcze: 1, 5
| 2025 | |
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| 258505 | |
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.
| 2025 | |
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| 256060 | |
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.
| 2025 | |
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| 253072 | 85212552686 |
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.
| 2025 | |
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| 256093 | 85187125262 |
Maria Myslicka*, Aleksandra D Kawala-Sterniuk*, Anna Bryniarska*, Adam Sudoł*, Michał Podpora*, Rafal Gasz*, Radek Martinek*, Radana Vilimkova Kahankova*, Dominik Vilimek*, Mariusz Pelc*, Dariusz Mikołajewski*
Review of the application of the most current sophisticated image processing methods for the skin cancer diagnostics purposes. Archives of Dermatological Research 2024 vol. 316, nr 99, s. 1-17.
| 2024 | |
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