| 2024 | ICDM | Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models. | Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski |
| 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 | SAC | Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs. | Mateusz Gniewkowski, Henryk Maciejewski, Tomasz Surmacz, Wiktor Walentynowicz |
| 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 | ICCS | Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. | Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc |
| 2022 | ICCS | PRISM: Principal Image Sections Mapping. | Tomasz Szandala, Henryk Maciejewski |
| 2021 | ICCS | Automated Method for Evaluating Neural Network's Attention Focus. | Tomasz Szandala, Henryk Maciejewski |
| 2021 | ICCS | On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. | Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski |
| 2020 | ICCS | IoT-Based Cow Health Monitoring System. | Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek A. Bawiec, Pawel Dobrowolski, Michal Zdunek |
| 2019 | DEPCoS | Low-Dimensional Classification of Text Documents. | Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski |
| 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 |
| 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 | ICAISC | Feature Extraction in Subject Classification of Text Documents in Polish. | Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski |
| 2017 | FedCSIS | Deep Learning methods for Subject Text Classification of Articles. | Piotr Semberecki, Henryk Maciejewski |
| 2016 | ICAISC | Distributed Classification of Text Documents on Apache Spark Platform. | Piotr Semberecki, Henryk Maciejewski |
| 2012 | HAIS | A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining. | Olgierd Unold, Maciej Dobrowolski, Henryk Maciejewski, Pawel Skrobanek, Ewa Walkowicz |
| 2012 | ICAISC | Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies. | Henryk Maciejewski |
| 2012 | ICAISC | Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining. | Henryk Maciejewski, Ewa Walkowicz, Olgierd Unold, Pawel Skrobanek |
| 2012 | ICAISC | Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks. | Mateusz Sztukowski, Henryk Maciejewski, Andrzej Cader |
| 2011 | FedCSIS | Competitive and self-contained gene set analysis methods applied for class prediction. | Henryk Maciejewski |
| 2011 | HAIS | Class Prediction in Microarray Studies Based on Activation of Pathways. | Henryk Maciejewski |
| 2009 | DEPCoS | Reliability Centered Maintenance of Repairable Equipment. | Henryk Maciejewski |
| 2008 | DEPCoS | Data Exploration Methods for Transport System Dependability Analysis. | Henryk Maciejewski, Tomasz Lipnicki |
| 2008 | ICCS | Quality of Feature Selection Based on Microarray Gene Expression Data. | Henryk Maciejewski |
| 2007 | DEPCoS | Problem of Model Selection for Estimation of Equipment Remaining Life. | Henryk Maciejewski, George J. Anders |
| 2007 | DEPCoS | Building a predictive model from data in high dimensions with application to analysis of microarray experiments. | Henryk Maciejewski, Lukasz Konarski |
| 2006 | DEPCoS | Estimation of Impact of Maintenance Policies on Equipment Risk of Failure. | Henryk Maciejewski, George J. Anders |