Aleksandra Kawala-Sterniuk
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
6
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AIME | Image-Based EEG Representations for Convolutional Neural Networks: A Task-Dependent Analysis. | Izabela Rejer, Aleksandra Kawala-Sterniuk |
| 2026 | ICAART | DualRAG Architecture: Structured Retrieval with Layered Knowledge Models. | Michal Podpora, Marek Baranowski, Aleksandra Kawala-Sterniuk, Mariusz Pelc |
| 2026 | ICAART | From Chatbot to Validator: A Dual-Agent Strategy towards Trustworthy On-Premise Conversational LLMs. | Michal Podpora, Marek Baranowski, Aleksandra Kawala-Sterniuk, Mariusz Pelc, Piotr Rogala, Piotr Kawa, Pawel Pirg, Anna Romaniewska, Wojciech Rogala |
| 2026 | ICCS | Initial Study on Cancer Diagnosis Using AI/NLP and Expert System Integration. | Mariusz Pelc, Slawomir Stemplewski, Waldemar Bauer, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk |
| 2025 | ACIIDS | Multimodal Machine Learning Analysis of fNIRS Signals Using LSTM and KNN Models for Cognitive States and Brain Activation Patterns Prediction. | Adrian Luckiewicz, Dariusz Mikolajewski, Radoslaw Roszczyk, Krzysztof Siwek, Tomasz Kajdanowicz, Mariusz Pelc, Piotr Sterniuk, Edward Jacek Gorzelanczyk, Aleksandra Kawala-Sterniuk |
| 2025 | ICCS | Implementation of Convolutional Neural Networks for the Purpose of Five Types of White Blood Cells Automatic Counting. | Grzegorz Dralus, Damian Mazur, Konrad Lukiewicz, Michal Podpora, Jacek Bartman, Henryk Racheniuk, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk |
| 2025 | ICCS | Decision Trees and Machine Learning for Cybersecurity: How Model Settings Affect Attack Detection. | Konrad Lukiewicz, Michal Podpora, Grzegorz Dralus, Damian Mazur, Jakub Dralus, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk |
| 2025 | ICDM | Non-Parametric Spectral Analysis of Slow Wave Activity in Resting-State EEG as a Biomarker of Dementia Risk. | Waldemar Bauer, Mariusz Pelc, Katarzyna Bialas, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk |
| 2023 | MMAR | Pilot Study on Using Hybrid-Cascade Filtering on Brain Signals for the Control Purposes. | Mariusz Pelc, Dariusz Mikolajewski, Edward Jacek Gorzelanczyk, Anna Wieczorek, Henryk Racheniuk, Adam Sudol, Kayhan Latifzadeh, Luis A. Leiva, Aleksandra Kawala-Sterniuk |
| 2023 | MMAR | Custom-made Near Infrared Spectroscope as a Tool for Obtaining Information Regarding the Brain Condition. | Anna Wieczorek, Edward Jacek Gorzelanczyk, Mariusz Pelc, Saravanakumar Duraisamy, Luis A. Leiva, Aleksandra Kawala-Sterniuk |
| 2021 | MMAR | Pilot Study on Using Innovative Counting Peaks Method for Assessment Purposes of the EEG Data Recorded from a Single-Channel Non-Invasive Brain-Computer Interface. | Natalia Browarska, Jaroslaw Zygarlicki, Mariusz Pelc, Michal Niemczynowicz, Malgorzata Z. Zdzienicka, Aleksandra Kawala-Sterniuk |
| 2021 | MMAR | The Use of Counting Peaks Method for the Purpose of Smoothing Filtering Efficiency Assessment in Analysis of Electroencephalography Data. | Aleksandra Kawala-Sterniuk, Natalia Browarska, Jaroslaw Zygarlicki, Marcin Kaminski, Barbara Grochowicz, Mariusz Pelc |
| 2019 | MMAR | Stress analysis recorded in the EEG signal based on mathematical markers. | Magda Zolubak, Barbara Grochowicz, Mariusz Pelc, Aleksandra Kawala-Sterniuk |