Image-based EEG representations for convolutional neural networks: a task-dependent analysis
AD Kawala-Sterniuk, I Rejer
AIME 2026 194–204
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
AD Kawala-Sterniuk, I Rejer
AIME 2026 194–204
S Sołtysiak, RJ Małek, J Kuśnierz, M Chojecki, P Szymański, AD Kawala-Sterniuk
ICCCI 2026 274–287
M Pelc, T Kajdanowicz, AD Kawala-Sterniuk, S Stemplewski, W Bauer
ICCS 2026 362–369
M Pelc, K Adamczewski, KM Białas, R Chałupnik, D Krutul, DT Wolkiewicz, …
Applied Sciences 16(10), 1–16
K Fila-Pawłowska, JK Budzisz, M Kasprowicz, MA Rusnak, A Kazimierska, AM Uryga, …, T Kajdanowicz, …
2026 207, 60–60
AD Kawala-Sterniuk, M Pelc, M Podpora, M Baranowski
ICAART 2026 1, 228–235
AD Kawala-Sterniuk, M Pelc, M Podpora, M Baranowski, P Rogala, P Kawa, …
ICAART 2026 1, 220–227
AD Kawala-Sterniuk, RA Marnani, M Podpora, X Tao, P Bilik, R Martinek
Computers and Electrical Engineering 130, 1–21
J Kuśnierz, RJ Małek, S Sołtysiak, M Pelc, AD Kawala-Sterniuk, EJ Gorzelanczyk
IEEE 2026
AD Kawala-Sterniuk, EJ Gorzelanczyk, E Laskowska, K Pasgreta, P Kamiński, P Walecki
Frontiers in Neuroscience 20, 1–17
AD Kawala-Sterniuk, M Pelc, EJ Gorzelanczyk
Algorithms 19(9), 1–24
AD Kawala-Sterniuk, A Świetlicka, D Mikołajewski
Electronics 15(14), 1–4
R Chałupnik, KM Białas, B Perz, M Pelc, AD Kawala-Sterniuk
IEEE 2026
AD Kawala-Sterniuk, EJ Gorzelanczyk, E Laskowska, P Kamiński, P Walecki
Brain Sciences 16(10), 1–27
D Krutul, M Wizerkaniuk, DA Kopeć, P Syga, DT Wolkiewicz, M Pelc, …
IEEE 2026
AD Kawala-Sterniuk, M Kopańska, D Ochojska, J Trojniak, D Mikołajewski, W Karwowski, …
Epileptic Disorders 27(6), 1148–1167 · Cited by 3
AD Kawala-Sterniuk, J Mroczka, A Łysiak, D Bączkowicz, D Borzucka, M Szmajda, …
Advances in Science and Technology Research Journal 19(10), 238–251 · Cited by 3
E Małecka, J Czajka, AD Kawala-Sterniuk
Sustainable Production, Instrumentation and Engineering Sciences 4(1), 1–5
AD Kawala-Sterniuk, A Bryniarska, P Schneider, D Mikołajewski, M Igras-Cybulska
Progress in Polish Artificial Intelligence Research 6 73–79
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