| 2026 | EACL | Evaluating Cost-Efficiency of LLMs in a RAG Setup on Polish Wikipedia: Quality vs. Energy Consumption. | Patrycja Smits, Tomasz Walkowiak |
| 2025 | ICAISC | Classification of Literary Epochs by TF-IDF, Transformers, and Large Language Models. | Tomasz Walkowiak |
| 2025 | ICCS | Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge. | Mateusz Gniewkowski, Pawel Walkowiak, Marek Klonowski, Tomasz Walkowiak |
| 2024 | ICCS | Stylometric Analysis of Large Language Model-Generated Commentaries in the Context of Medical Neuroscience. | Jan K. Argasinski, Iwona Grabska-Gradzinska, Karol Przystalski, Jeremi K. Ochab, Tomasz Walkowiak |
| 2024 | ICCS | Assessing the Stability of Text-to-Text Models for Keyword Generation Tasks. | Tomasz Walkowiak |
| 2024 | ICDM | Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models. | Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski |
| 2023 | ECAI | Do Not Trust Me: Explainability Against Text Classification. | Mateusz Gniewkowski, Pawel Walkowiak, Piotr Syga, Marek Klonowski, Tomasz Walkowiak |
| 2023 | ICAISC | Authorship Attribution of Literary Texts Using Named Entity Masking and MaxLogit-Based Sequence Classification for Varying Text Lengths. | Tomasz Walkowiak |
| 2023 | ICCS | Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs. | Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski |
| 2023 | ICECCS | How to select samples for active learning? Document clustering with active learning methodology. | Norbert Ropiak, Mateusz Gniewkowski, Michal Swedrowski, Michal Pogoda, Karol Gawron, Bartlomiej Bojanowski, Tomasz Walkowiak |
| 2023 | KES | Open versus Closed: A Comparative Empirical Assessment of Automated News Article Tagging Strategies. | Michal Pogoda, Marcin Oleksy, Konrad Wojtasik, Tomasz Walkowiak, Bartosz Bojanowski |
| 2023 | UAI | Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings. | Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski |
| 2022 | ICAISC | Author Attribution of Literary Texts in Polish by the Sequence Averaging. | Tomasz Walkowiak |
| 2022 | ICCS | Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. | Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc |
| 2021 | EMNLP | Comprehensive Punctuation Restoration for English and Polish. | Michal Pogoda, Tomasz Walkowiak |
| 2021 | ICCS | On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. | Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski |
| 2021 | KES | Automated anonymization of text documents in Polish. | Marcin Oleksy, Norbert Ropiak, Tomasz Walkowiak |
| 2020 | ICAISC | Computer Based Stylometric Analysis of Texts in Ukrainian Language. | Anton Mazurko, Tomasz Walkowiak |
| 2019 | DEPCoS | Intelligent Agent for Weather Parameters Prediction. | Jacek Mazurkiewicz, Tomasz Walkowiak, Jaroslaw Sugier, Przemyslaw Sliwinski, Krzysztof Helt |
| 2019 | DEPCoS | Low-Dimensional Classification of Text Documents. | Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski |
| 2019 | DEPCoS | Distance Measures for Clustering of Documents in a Topic Space. | Tomasz Walkowiak, Mateusz Gniewkowski |
| 2019 | ICAISC | Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor. | Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski |
| 2019 | RANLP | Evaluation of vector embedding models in clustering of text documents. | Tomasz Walkowiak, Mateusz Gniewkowski |
| 2018 | DEPCoS | Dependability Analysis of Hierarchically Composed System-of-Systems. | Dariusz Caban, Tomasz Walkowiak |
| 2018 | DEPCoS | Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study. | Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski |
| 2018 | ICAART | Polish Texts Topic Classification Evaluation. | Tomasz Walkowiak, Piotr Malak |
| 2018 | ICAISC | Feature Extraction in Subject Classification of Text Documents in Polish. | Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski |
| 2018 | ICAISC | Stylometry Analysis of Literary Texts in Polish. | Tomasz Walkowiak, Maciej Piasecki |
| 2017 | DEPCoS | Specification of Constraints in a System-of-Systems Configuration. | Dariusz Caban, Tomasz Walkowiak |
| 2017 | DEPCoS | Language Processing Modelling Notation - Orchestration of NLP Microservices. | Tomasz Walkowiak |
| 2017 | ICAISC | Computer Based Stylometric Analysis of Texts in Polish Language. | Maciej Baj, Tomasz Walkowiak |
| 2017 | LDK | The Concept of Lexical Platform. | Maciej Piasecki, Tomasz Walkowiak, Ewa Rudnicka, Tomasz Naskret, Francis Bond |
| 2016 | DEPCoS | Asynchronous System for Clustering and Classifications of Texts in Polish. | Tomasz Walkowiak |
| 2016 | DEPCoS | Simulation-Based Dependability Analysis of Systems in Multiple Time-Horizons. | Tomasz Walkowiak, Dariusz Caban |
| 2015 | DEPCoS | Risk Assessment of Web Based Services. | Dariusz Caban, Tomasz Walkowiak |
| 2015 | DEPCoS | Web Based Engine for Processing and Clustering of Polish Texts. | Tomasz Walkowiak |
| 2014 | DEPCoS | Behavior of Web Servers in Stress Tests. | Tomasz Walkowiak |
| 2014 | DEPCoS | The Impact of Reconfiguration Time on the Dependability of Complex Web Based Systems. | Tomasz Walkowiak, Dariusz Caban |
| 2013 | DEPCoS | Reliability Analysis of Discrete Transportation Systems Using Critical States. | Dariusz Caban, Tomasz Walkowiak |
| 2013 | DEPCoS | Discrete Transportation Systems Quality Performance Analysis by Critical States Detection. | Jacek Mazurkiewicz, Tomasz Walkowiak |
| 2013 | DEPCoS | Automatic Load Testing of Web Application in SaaS Model. | Emil Stupiec, Tomasz Walkowiak |
| 2012 | ICAISC | Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation. | Tomasz Walkowiak, Jacek Mazurkiewicz, Katarzyna Nowak |
| 2011 | ICCCI | Fuzzy Reliablity Analysis of Simulated Web Systems. | Tomasz Walkowiak, Katarzyna Michalska |
| 2010 | ICAISC | Soft Computing Approach to Discrete Transport System Management. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2009 | DEPCoS | Information Systems Performance Analysis Using Task-Level Simulator. | Tomasz Walkowiak |
| 2009 | DEPCoS | Analysis of Critical Situations in Discrete Transport Systems. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2008 | DEPCoS | Dependability Aspects of e-Learning Systems. | Ali Al-Dahoud, Tomasz Walkowiak, Marek Woda |
| 2008 | DEPCoS | Availability of Discrete Transport System Simulated by SSF Tool. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2008 | ICAISC | Neural Network Device for Reliability and Functional Analysis of Discrete Transport System. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2008 | ICCS | Functional Availability Analysis of Discrete Transport System Realized by SSF Simulator. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2007 | DEPCoS | Discrete transport system simulated by SSF for reliability and functional analysis. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2007 | DEPCoS | Incident Detection and Analysis in Communication and Information Systems by Fuzzy Logic. | Tomasz Walkowiak, Tomasz Wilk |
| 2006 | DEPCoS | Computer modeling and simulation of discrete transport system with dispatcher for reliability and economic analysis. | Jacek Mazurkiewicz, Tomasz Walkowiak |
| 2006 | DEPCoS | Fuzzy approach to economic analysis of dispatcher driven discrete transport systems. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2006 | ICAISC | Genetic Approach to Modeling of a Dispatcher in Discrete Transport Systems. | Tomasz Walkowiak, Jacek Mazurkiewicz |
| 2005 | ICANN | Sequential Classification of Probabilistic Independent Feature Vectors Based on Multilayer Perceptron. | Tomasz Walkowiak |
| 2005 | ISDA | Sequential Classification of Probabilistic Independent Feature Vectors by Mixture Models. | Tomasz Walkowiak |
| 2004 | ICAISC | Fuzzy Economic Analysis of Simulated Discrete Transport System. | Jacek Mazurkiewicz, Tomasz Walkowiak |
| 2004 | ICCS | Hybrid Approach to Reliability and Functional Analysis of Discrete Transport System. | Tomasz Walkowiak, Jacek Mazurkiewicz |