Krupnik-Worek, J. and Skoczypiec, S. 2026. The Application of Supervised Machine Learning Algorithms for Improving the Accuracy of Manufacturing Operation Duration Prediction. Management and Production Engineering Review. 17, 1 (Mar. 2026), 1–11. DOI:https://doi.org/10.24425/mper.2026.158632.