Data-Driven Resilient Supply Management Supported by Demand Forecasting. - Marek Grzegorowski; Andrzej Janusz; Jaroslaw Litwin; Lukasz Marcinowski (ACIIDS (Companion), 2022)

Towards ML Explainability with Rough Sets, Clustering, and Dimensionality Reduction. - Marek Grzegorowski; Andrzej Janusz; Grzegorz Sliwa; Lukasz Marcinowski; Andrzej Skowron (IJCRS, 2023)

Survival-Based Feature Extraction - Application in Supply Management for Dispersed Vending Machines. - Marek Grzegorowski; Jaroslaw Litwin; Mateusz Wnuk; Mateusz Pabis; Lukasz Marcinowski (IEEE Trans. Ind. Informatics, 2023)

On explainability of cluster prototypes with rough sets: A case study in the FMCG market. - Marek Grzegorowski; Andrzej Janusz; Lukasz Marcinowski; Andrzej Skowron; Dominik Slezak; Grzegorz Sliwa (Int. J. Appl. Math. Comput. Sci., 2025)