Publikacje

Image-based EEG representations for convolutional neural networks: a task-dependent analysis

Izabela Rejer, Aleksandra D Kawala-Sterniuk

AIME 2026 · 2027

LEON: location embeddings from OSM neighborhoods via hexagonal graph masked autoencoders

Szymon Sołtysiak, Radosław J Małek, Jędrzej Kuśnierz, Miłosz Chojecki, Piotr Szymański, Aleksandra D Kawala-Sterniuk

ICCCI 2026 · 2027

From supra to sub: a hierarchical margin-based approach for audio deepfake source tracing

Dawid T. Wolkiewicz, Piotr Syga

2026

Preliminary study on leveraging ensemble convolutional neural networks for robust eye movement pattern recognition via EEG systems

Jędrzej Kuśnierz, Radosław J Małek, Szymon Sołtysiak, Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Edward Jacek Gorzelanczyk

2026

Employing LLMs for improved bots detection

Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Patryk Mendon, Michał Podpora

2026

Initial study on cancer diagnosis using AI/NLP and expert system integration

Mariusz Pelc, Sławomir Stemplewski, Waldemar Bauer, Tomasz Kajdanowicz, Aleksandra D Kawala-Sterniuk

ICCS 2026 · 2026

Graphomotor performance as a quantitative marker of Alzheimer’s disease: a tablet-based case–control ROC study

Edward Jacek Gorzelanczyk, Ewa Laskowska, Katarzyna Pasgreta, Piotr Kamiński, Aleksandra D Kawala-Sterniuk, Piotr Walecki

Frontiers in Neuroscience · 2026

From chatbot to validator

Michał Podpora, Marek Baranowski, Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Piotr Rogala, Piotr Kawa, Paweł Piróg, Anna Romaniewska, Wojciech Rogala

ICAART 2026 · 2026

A Bayesian classification approach for exploring EEG band power reduction and P300 attenuation as candidate group-associated markers in alcohol use disorder: a preliminary study

Aleksandra D. Kawala-Sterniuk, Edward Jacek Gorzelanczyk, Mariusz Pelc

Algorithms · 2026

DualRAG architecture - Structured retrieval with layered knowledge models

Michał Podpora, Marek Baranowski, Aleksandra D Kawala-Sterniuk, Mariusz Pelc

ICAART 2026 · 2026

Deep learning approaches for natural language processing

Aleksandra Świetlicka, Aleksandra D Kawala-Sterniuk, Dariusz Mikołajewski

Electronics · 2026

Initial Study on Mental Disease Detection System Using Welch Transform and Machine Learning-Based Methods

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

Applied Sciences · 2026

Braves-Cog: An integrated multimodal framework for biomarker-guided cognitive neuromodulation

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

2026 · 2026

Low-cost brain-computer interface for stress detection: a feasibility study using EEG and ML.NET

Rafał Chałupnik, Katarzyna M Białas, Bartosz Perz, Mariusz Pelc, Aleksandra D Kawala-Sterniuk

2026

Decision-making performance and block-wise trajectories in gambling disorder and opioid use disorder using the Iowa Gambling Task

Edward Jacek Gorzelanczyk, Aleksandra D Kawala-Sterniuk, Ewa Laskowska, Piotr Kamiński, Piotr Walecki

Brain Sciences · 2026

Challenges in biomedical signals monitoring using textile electrodes: A review

Roya Aghadavoud Marnani, Michał Podpora, Aleksandra D Kawala-Sterniuk, Xuyuan Tao, Petr Bilik, Radek Martinek

Computers and Electrical Engineering · 2026

Performance and Efficiency Analysis of Classifiers for Sentiment and Emotion Detection

Dawid Krutul, Mateusz Koryciński, Adrian Luckiewicz, Maciej Wizerkaniuk, Dawid A Kopeć, Piotr Syga, Dawid T Wolkiewicz, Mariusz Pelc, Aleksandra D Kawala-Sterniuk

2026

Analysis of the cannabidiol effects in epilepsy treatment based on seizure characteristics in EEG recordings – a review

Marta Kopańska, Danuta Ochojska, Julia Trojniak, Aleksandra D Kawala-Sterniuk, Dariusz Mikołajewski, Waldemar Karwowski, Amir Al-Bakri, Piotr Sterniuk, Jacek Szczygielski

Epileptic Disorders · 2025

Regression analysis of the vibroarthrogram in the external load conditions

Adam Łysiak, Dawid Bączkowicz, Dorota Borzucka, Mirosław Szmajda, Aleksandra D Kawala-Sterniuk, Sebastian Brol, Michał Dołęgowski, Janusz Mroczka

Advances in Science and Technology Research Journal · 2025

Patent

Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Jarosław Zygarlicki, Dawid Bączkowski, Monika Blaszczyszyn, Adam Łysiak

2025