Backtesting comparison of machine learning algorithms with different random seed. - Klaudia Kaczmarczyk; Karolina Mialkowska (KES, 2022)

Machine Learning for Environmental Life Cycle Costing. - Aleksandra Markowska; Malgorzata Krzywonos; Maria Culjak; Ewa Walaszczyk; Karolina Mialkowska; Anna Chojnacka-Komorowska; Kamal Matouk; Michal Snierzynski (KES, 2022)

Feature Selection for financial data - comparison. - Karolina Mialkowska; Klaudia Kaczmarczyk; Marcin Hernes; Mykola Dyvak (KES, 2022)

The default of leasing contracts prediction using machine learning. - Agata Kozina; Lukasz Kuzminski; Michal Nadolny; Karolina Mialkowska; Piotr Tutak; Jakub Janus; Filip Plotnicki; Ewa Walaszczyk; Artur Rot; Damian Dziembek; Robert Król (KES, 2023)