Explanation-Driven Model Stacking. - Szymon Bobek; Maciej Mozolewski; Grzegorz J. Nalepa (ICCS (6), 2021)

Explain Your Clusters with Words. The Role of Metadata in Interactive Clustering. - Maciej Mozolewski; Samaneh Jamshidi; Szymon Bobek; Grzegorz J. Nalepa (SEM4NBU@IJCAI, 2022)

Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models. - Maciej Mozolewski; Szymon Bobek; Grzegorz J. Nalepa (ICCS (4), 2024)

Towards Evaluation of Explainable Artificial Intelligence in Streaming Data. - Maciej Mozolewski; Szymon Bobek; Rita P. Ribeiro; Grzegorz J. Nalepa; João Gama 001 (xAI (4), 2024)

User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (CoRR, 2024)

XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (CoRR, 2024)

XAI-FUNGI: Dataset from the user study on comprehensibility of XAI algorithms. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (Zenodo, 2024)

XAI-FUNGI: Dataset from the user study on comprehensibility of XAI algorithms. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (Zenodo, 2024)

Explaining Time Series Classifiers with PHAR: Rule Extraction and Fusion from Post-hoc Attributions. - Maciej Mozolewski; Szymon Bobek; Grzegorz J. Nalepa (CoRR, 2025)