| 2026 | ACIIDS | Fine-Tuning of Multilingual Language Models for Low-Resource Smishing Detection Using LoRA. | Natalia Krawczyk, Barbara Probierz, Jan Kozak |
| 2025 | KES | Emotion and Phrase-Based Patterns in Smishing: A Feature-Driven Detection Framework. | Natalia Krawczyk, Barbara Probierz, Jan Kozak |
| 2024 | ACIIDS | Identification of Users in a Gambling Problem with the Use of Machine Learning. | Tomasz Jach, Barbara Probierz, Jan Kozak, Piotr Stefanski, Grzegorz Dziczkowski, Anita Hrabia, Przemyslaw Juszczuk, Szymon Glowania, Gabriel Wolek, Wojciech Sznapka, Lukasz Swierk, Natalia Joniec |
| 2024 | ACIIDS | Automation of the Analysis of Medical Interviews to Improve Diagnoses Using NLP for Medicine. | Barbara Probierz, Aleksandra Stras |
| 2024 | ICCCI | Detection of Candidate Skills from Job Offers and Comparison with ESCO Database. | Grzegorz Dziczkowski, Barbara Probierz, Grzegorz Madyda |
| 2023 | ACIIDS | Emotion Detection from Text in Social Networks. | Barbara Probierz, Jan Kozak, Przemyslaw Juszczuk |
| 2023 | FedCSIS | Sign language interpreting - relationships between research in different areas - overview. | Barbara Probierz, Jan Kozak, Adam Piasecki, Angelika Podlaszewska |
| 2023 | KES | Knowledge graphs to an analysis and visualization of texts from scientific articles. | Barbara Probierz, Jan Kozak |
| 2022 | ACIIDS | A Comparative Study of Classification and Clustering Methods from Text of Books. | Barbara Probierz, Jan Kozak, Anita Hrabia |
| 2022 | FedCSIS | Modelling an IT solution to anonymise selected data processed in digital documents. | Barbara Probierz, Tomasz Jach, Jan Kozak, Radoslaw Pacud, Tomasz Turek |
| 2022 | KES | Clustering of scientific articles using natural language processing. | Barbara Probierz, Jan Kozak, Anita Hrabia |
| 2021 | ICCCI | Adaptive Goal Function of Ant Colony Optimization in Fake News Detection. | Barbara Probierz, Jan Kozak, Piotr Stefanski, Przemyslaw Juszczuk |
| 2021 | KES | Rapid detection of fake news based on machine learning methods. | Barbara Probierz, Piotr Stefanski, Jan Kozak |
| 2019 | ICCCI | Discovery of Leaders and Cliques in the Organization Based on Social Network Analysis. | Barbara Probierz |
| 2018 | ICCCI | The Mechanism to Predict Folders in Automatic Classification Email Messages to Folders in the Mailboxes. | Barbara Probierz |
| 2015 | ACIIDS | Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails. | Urszula Boryczka, Barbara Probierz, Jan Kozak |
| 2015 | ICCCI | A New Algorithm to Categorize E-mail Messages to Folders with Social Networks Analysis. | Urszula Boryczka, Barbara Probierz, Jan Kozak |
| 2014 | ICCCI | An Ant Colony Optimization Algorithm for an Automatic Categorization of Emails. | Urszula Boryczka, Barbara Probierz, Jan Kozak |