| Enhancing cluster analysis with explainable AI and multidimensional cluster prototypes S Bobek, M Kuk, M Szelążek, GJ Nalepa IEEE Access 10, 101556-101574, 2022 | 20 | 2022 |
| BIRAFFE2, a multimodal dataset for emotion-based personalization in rich affective game environments K Kutt, D Drążyk, L Żuchowska, M Szelążek, S Bobek, GJ Nalepa Scientific data 9 (1), 274, 2022 | 13 | 2022 |
| Towards the modeling of the hot rolling industrial process. preliminary results M Szelążek, S Bobek, A Gonzalez-Pardo, GJ Nalepa Intelligent Data Engineering and Automated Learning–IDEAL 2020: 21st …, 2020 | 7 | 2020 |
| Semantic data mining‐based decision support for quality assessment in steel industry M Szelążek, S Bobek, GJ Nalepa Expert Systems 41 (2), e13319, 2024 | 5 | 2024 |
| The BIRAFFE2 experiment. study in bio-reactions and faces for emotion-based personalization for AI systems K Kutt, D Drążyk, M Szelążek, S Bobek, GJ Nalepa arXiv preprint arXiv:2007.15048, 2020 | 2 | 2020 |
| Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset S Bobek, MM Tragarz, M Szelążek, GJ Nalepa Artificial Intelligence and Soft Computing: 19th International Conference …, 2020 | 2 | 2020 |
| Enhanced explanations for knowledge-augmented clustering using subgroup discovery M Szelążek, D Hudson, S Bobek, GJ Nalepa, M Atzmueller 2023 IEEE 10th International Conference on Data Science and Advanced …, 2023 | | 2023 |
| Improving understandability of explanations with a usage of expert knowledge M Szelążek, S Bobek, GJ Nalepa European Conference on Artificial Intelligence, 36-47, 2023 | | 2023 |
| Visual patterns in an interactive app for analysis based on control charts and SHAP values I Grabska-Gradzińska, M Szelążek, S Bobek, GJ Nalepa European Conference on Artificial Intelligence, 48-59, 2023 | | 2023 |
