DualRAG architecture - Structured retrieval with layered knowledge models
Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Michał Podpora, Marek Baranowski
[Setúbal] : SCITEPRESS - Science and Technology Publications, cop. 2026. s. 228-235.
Profile
Associate Professor
Professor Aleksandra Kawala-Sterniuk is an expert in Human-Machine Interfaces, Brain-Computer Interfaces, and biomedical signal processing. She holds a D.Sc. in Cybernetics and a Ph.D. in Computing and Mathematical Sciences. With over 153 scientific publications, she has contributed significantly to fields such as EEG signal processing, machine learning, and biomedical applications of advanced technologies.
Professor Kawala-Sterniuk has been instrumental in multiple national and international research projects, including CHIST-ERA and NSF-funded initiatives. She has served as an expert for the European Commission and has an extensive background in academia and research, with collaborations spanning globally recognized institutions.
Her teaching experience covers a wide range of topics, from foundational programming in Python to advanced topics like Brain-Computer Interfaces and biomedical image processing. She is also a certified project manager and has received numerous awards for her academic and research achievements, including recognition for her contributions to neuroscience.
Professor Kawala-Sterniuk actively serves on editorial boards for journals like Sensors and Frontiers in Neuroscience and has participated in organizing scientific conferences worldwide. Her ongoing research aims to advance applications of artificial intelligence in healthcare and improve methods for neurodegenerative disease analysis.
MSc in Computer Science
Opole University of Technology
Ph.D. in Computing and Mathematical Sciences
University of Greenwich, UK
D.Sc. in Cybernetics (Technical Informatics and Telecommunications)
VSB–Technical University of Ostrava
Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Michał Podpora, Marek Baranowski
[Setúbal] : SCITEPRESS - Science and Technology Publications, cop. 2026. s. 228-235.
Aleksandra D Kawala-Sterniuk, Roya Aghadavoud Marnani, Michał Podpora, Xuyuan Tao, Petr Bilik, Radek Martinek
Computers & Electrical Engineering
Mariusz Pelc, Kamil Adamczewski, Katarzyna M Białas, Rafał Chałupnik, Dawid Krutul, Dawid T Wolkiewicz, Aleksandra D Kawala-Sterniuk, Magda Żołubak, Dariusz Mikołajewski, Adrian Luckiewicz, Mateusz Koryciński, Waldemar Karwowski
Applied Sciences
Karolina Fila-Pawłowska, Joanna K Budzisz, Magdalena Kasprowicz, Marta A Rusnak, Agnieszka Kazimierska, Agnieszka M Uryga, Aleksandra D Kawala-Sterniuk, Tomasz Kajdanowicz, Joanna A Rymaszewska
Journal of Psychosomatic Research
Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Michał Podpora, Marek Baranowski, Piotr Rogala, Piotr Kawa, Paweł Piróg, Anna Romaniewska, Wojciech Rogala
A dual-agent strategy towards trustworthy on-premise conversational LLMs. [Setúbal] : SCITEPRESS - Science and Technology Publications, cop. 2026. s. 220-227.
Mariusz Pelc, Tomasz Kajdanowicz, Aleksandra D Kawala-Sterniuk, Sławomir Stemplewski, Waldemar Bauer
Cham : Springer Nature Switzerland AG, cop. 2026. s. 362-369.
Aleksandra D Kawala-Sterniuk, Marta Kopańska, Danuta Ochojska, Julia Trojniak, Dariusz Mikołajewski, Waldemar Karwowski, Amir Al-Bakri, Piotr Sterniuk, Jacek Szczygielski
Epileptic Disorders 2025 vol. 27, nr 6, s. 1148-1167. [ Publikacja zarejestrowana jako preonline dn. 10.12.2025, rok zaliczenia 2025. Wersja ostateczna zarejestrowana 31.12.2025, rok zaliczenia 2025.]
Aleksandra D Kawala-Sterniuk, Janusz Mroczka, Adam Łysiak, Dawid Bączkowicz, Dorota Borzucka, Mirosław Szmajda, Sebastian Brol, Michał Dołęgowski
Advances in Science and Technology – Research Journal
Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Dariusz Mikołajewski, Adrian Luckiewicz, Adam Sudoł, Patryk Mendon, Edward Jacek Gorzelanczyk
Bulletin of the Polish Academy of Sciences. Technical Sciences 2025 vol. 73, nr 1, art. e152605, s. 1-8.
Tomasz Kajdanowicz, Aleksandra D Kawala-Sterniuk, Konrad Łukiewicz, Michał Podpora, Grzegorz Drałus, Damian Mazur, Jakub Drałus
Cham : Springer Nature Switzerland AG, cop. 2025. s. 44-59.
Tomasz Kajdanowicz, Aleksandra D Kawala-Sterniuk, Grzegorz Drałus, Damian Mazur, Konrad Łukiewicz, Michał Podpora, Jacek Bartman, Henryk Racheniuk
Cham : Springer Nature Switzerland AG, cop. 2025. s. 395-410.
Tomasz Kajdanowicz, Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Adrian Luckiewicz, Dariusz Mikołajewski, Radosław Roszczyk, Krzysztof Siwek, Piotr Sterniuk, Edward Jacek Gorzelanczyk
Communications in computer and information science
Aleksandra D Kawala-Sterniuk, Anna Bryniarska, Piotr Schneider, Dariusz Mikołajewski, Magdalena Igras-Cybulska
Katowice : Wydawnictwo Uniwersytetu Śląskiego, 2025. s. 73-79.
Ewa Małecka, Jakub Czajka, Aleksandra D Kawala-Sterniuk
Sustainable Production, Instrumentation and Engineering Sciences 2025 vol. 4, nr 1, s. 1-5.
Mariusz Pelc, Katarzyna M Białas, Tomasz Kajdanowicz, Aleksandra D Kawala-Sterniuk, Waldemar Bauer
Piscataway, NJ : Institute of Electrical and Electronics Engineers, cop. 2025. s. 1821-1828.
Aleksandra D Kawala-Sterniuk, Amir Al-Bakri, Ahmed Tahseen Muslim, Moneer K Faraj, Wamedh Esam Matti, Radana Vilimkova Kahankova, Dariusz Mikołajewski, Waldemar Karwowski
Frontiers in Neuroinformatics 2025 vol. 19, art. 1661617, s. 1-12.
Aleksandra D. Kawala-Sterniuk, Maciej Piasecki, Ewa K Rudnicka, Mariusz Pelc, Michał Podpora, Dariusz Mikołajewski, Adrian Luckiewicz, Adam Sudoł
Applied Sciences 2025 vol. 15, nr 19, art. 10525, s. 1-18.
Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Jarosław Zygarlicki, Dawid Bączkowski, Monika Blaszczyszyn, Adam Łysiak
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.
Aleksandra D Kawala-Sterniuk, Marian Łukaniszyn, Łukasz Majka, Barbara Grochowicz, Dariusz Mikołajewski
Applied Sciences 2024 vol. 14, nr 20, art. 9404, s. 1-17.
Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Maria Myslicka, Anna Bryniarska, Adam Sudoł, Michał Podpora, Rafal Gasz, Radek Martinek, Radana Vilimkova Kahankova, Dominik Vilimek, Dariusz Mikołajewski
Archives of Dermatological Research
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