Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. - Szymon Bobek; Magdalena M. Tragarz; Maciej Szelazek; Grzegorz J. Nalepa (ICAISC (2), 2020)

Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. - Maciej Szelazek; Szymon Bobek; Antonio González-Pardo; Grzegorz J. Nalepa (IDEAL (1), 2020)

The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. - Krzysztof Kutt; Dominika Drazyk; Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (CoRR, 2020)

Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes. - Szymon Bobek; Michal Kuk; Maciej Szelazek; Grzegorz J. Nalepa (IEEE Access, 2022)

Poster: Application of knowledge transfer to ML-based Quality Decision Support practice in the steel manufacturing process. - Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (CHItaly, 2023)

Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. - Maciej Szelazek; Dan Hudson; Szymon Bobek; Grzegorz J. Nalepa; Martin Atzmueller (DSAA, 2023)

Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values. - Iwona Grabska-Gradzinska; Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (ECAI Workshops (2), 2023)

Improving Understandability of Explanations with a Usage of Expert Knowledge. - Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (ECAI Workshops (2), 2023)

Why Industry 5.0 Needs XAI 2.0? - Szymon Bobek; Slawomir Nowaczyk; João Gama 001; Sepideh Pashami; Rita P. Ribeiro; Zahra Taghiyarrenani; Bruno Veloso; Lala H. Rajaoarisoa; Maciej Szelazek; Grzegorz J. Nalepa (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2023)

Semantic data mining-based decision support for quality assessment in steel industry. - Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (Expert Syst. J. Knowl. Eng., 2024)