Maciej Mozolewski

According to our database, Maciej Mozolewski authored at least 15 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Validating the Clinical Utility of CineECG 3D Reconstructions through Cross-Modal Feature Attribution.

Karol Dobiczek, Maciej Mozolewski, Szymon Bobek, Michal Szafarczyk, Peter van Dam, Grzegorz J. Nalepa

CoRR, April, 2026

A Wikidata-Based Workflow for Entity Reconciliation Strategies Evaluation: A Study on Early Modern Polish Personal Names.

Luiz do Valle Miranda, Maciej Mozolewski, Krzysztof Kutt, Grzegorz J. Nalepa

Proceedings of the Semantic Web - 23rd European Semantic Web Conference, 2026

2025

From Prototypes to Sparse ECG Explanations: SHAP-Driven Counterfactuals for Multivariate Time-Series Multi-class Classification.

Maciej Mozolewski, Betül Bayrak, Kerstin Bach, Grzegorz J. Nalepa

CoRR, October, 2025

Explaining Time Series Classifiers with PHAR: Rule Extraction and Fusion from Post-hoc Attributions.

Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa

CoRR, August, 2025

Collection of Time-Series Classification Datasets with Pretrained Deep Models and SHAP, LIME & Anchor Explanations.

Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa

Dataset, April, 2025

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

Dataset, April, 2025

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

Int. J. Hum. Comput. Stud., 2025

Explainable Next-Purchase Recommendations: A Multistakeholder Framework.

Maciej Mozolewski, Honorata Zych, Sabri Manai, Krzysztof Kutt, Grzegorz J. Nalepa

Proceedings of the 2025 Workshop on AI for Understanding Human Behavior in Professional Settings (BEHAIV 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

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

Dataset, July, 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

Dataset, June, 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

Towards Evaluation of Explainable Artificial Intelligence in Streaming Data.

Maciej Mozolewski, Szymon Bobek, Rita P. Ribeiro, Grzegorz J. Nalepa, João Gama

Proceedings of the Explainable Artificial Intelligence, 2024

Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models.

Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2024, 2024

2022

Explain Your Clusters with Words. The Role of Metadata in Interactive Clustering.

Maciej Mozolewski, Samaneh Jamshidi, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the Workshop on Semantic Techniques for Narrative-Based Understanding co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021

Explanation-Driven Model Stacking.

Szymon Bobek, Maciej Mozolewski, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2021, 2021