The application of game theory-based machine learning modelling to assess climate variability effects on the sensitivity of lagoon ecosystem parameters. - Marek Kruk; Piotr Artiemjew; Ewa Paturej (Ecol. Informatics, 2021)

Prediction of environmental factors responsible for chlorophyll a-induced hypereutrophy using explainable machine learning. - Marek Kruk (Ecol. Informatics, 2023)

SHAP-NET, a network based on Shapley values as a new tool to improve the explainability of the XGBoost-SHAP model for the problem of water quality. - Marek Kruk (Environ. Model. Softw., 2025)