| 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 |
| 2025 | KES | Optimizing operating room assignment using NLP-Based surgical case classification. | Stachnik Lukasz, Przemyslaw Juszczuk, Jan Kozak |
| 2025 | KES | Impact of image segmentation on video frame classification performance with tiny objects. | Piotr Stefanski, Tomasz Jach, 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 | Game-Theory Based Voting Schemas for Ensemble of Classifiers. | Przemyslaw Juszczuk, Jan Kozak |
| 2024 | ICCCI | A Heterogeneous Ensemble of Classifiers for Sports Betting: Based on the English Premier League. | Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk |
| 2023 | ACIIDS | Goal-Oriented Classification Measure Based on the Game Theory Concepts. | Przemyslaw Juszczuk, Jan Kozak |
| 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 | ICCCI | Goal-Oriented Classification of Football Results. | Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk |
| 2023 | ICCCI | Classification of Punches in Olympic Boxing Using Static RGB Cameras. | Piotr Stefanski, Tomasz Jach, Jan Kozak |
| 2023 | KES | Dimensionality reduction for real sports data from the German Bundesliga and English Premier League. | Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk |
| 2023 | KES | Knowledge graphs to an analysis and visualization of texts from scientific articles. | Barbara Probierz, Jan Kozak |
| 2022 | ACIIDS | Portfolio Investments in the Forex Market. | Przemyslaw Juszczuk, Jan Kozak |
| 2022 | ACIIDS | A Comparative Study of Classification and Clustering Methods from Text of Books. | Barbara Probierz, Jan Kozak, Anita Hrabia |
| 2022 | ACIIDS | The Problem of Detecting Boxers in the Boxing Ring. | Piotr Stefanski, Jan Kozak, Tomasz Jach |
| 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 | New Voting Schemas for Heterogeneous Ensemble of Classifiers in the Problem of Football Results Prediction. | Szymon Glowania, Jan Kozak, Przemyslaw Juszczuk |
| 2022 | KES | Clustering of scientific articles using natural language processing. | Barbara Probierz, Jan Kozak, Anita Hrabia |
| 2021 | ICCCI | Machine Learning in the Context of COVID-19 Pandemic Data Analysis. | Anita Hrabia, Jan Kozak, Przemyslaw Juszczuk |
| 2021 | ICCCI | Adaptive Goal Function of Ant Colony Optimization in Fake News Detection. | Barbara Probierz, Jan Kozak, Piotr Stefanski, Przemyslaw Juszczuk |
| 2021 | KES | Heterogeneous ensembles of classifiers in predicting Bundesliga football results. | Jan Kozak, Szymon Glowania |
| 2021 | KES | Rapid detection of fake news based on machine learning methods. | Barbara Probierz, Piotr Stefanski, Jan Kozak |
| 2019 | ICCCI | Classification of the Symbolic Financial Data on the Forex Market. | Jan Kozak, Przemyslaw Juszczuk, Krzysztof Kania |
| 2018 | ICCCI | Investigating Patterns in the Financial Data with Enhanced Symbolic Description. | Krzysztof Kania, Przemyslaw Juszczuk, Jan Kozak |
| 2018 | ICCCI | Ant Colony Optimization Algorithms in the Problem of Predicting the Efficiency of the Bank Telemarketing Campaign. | Jan Kozak, Przemyslaw Juszczuk |
| 2017 | INISTA | Association ACDT as a tool for discovering the financial data rules. | Jan Kozak, Przemyslaw Juszczuk |
| 2016 | ACIIDS | Adaptive Ant Clustering Algorithm with Pheromone. | Urszula Boryczka, Jan Kozak |
| 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 | ACIIDS | On-the-Go Adaptability in the New Ant Colony Decision Forest Approach. | Urszula Boryczka, Jan Kozak |
| 2014 | ICCCI | An Ant Colony Optimization Algorithm for an Automatic Categorization of Emails. | Urszula Boryczka, Barbara Probierz, Jan Kozak |
| 2014 | ICCCI | Goal-Oriented Requirements for ACDT Algorithms. | Jan Kozak, Urszula Boryczka |
| 2013 | ICCCI | Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis. | Jan Kozak, Urszula Boryczka |
| 2012 | ICCCI | Ant Colony Decision Forest Meta-ensemble. | Urszula Boryczka, Jan Kozak |
| 2011 | ICCCI | An Adaptive Discretization in the ACDT Algorithm for Continuous Attributes. | Urszula Boryczka, Jan Kozak |
| 2010 | ICCCI | Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization. | Urszula Boryczka, Jan Kozak |