Financial decisions support using the supervised learning method based on random forests. - Klaudia Kaczmarczyk; Marcin Hernes (KES, 2020)

Backtesting comparison of machine learning methods on Warsaw Stock Exchange. - Klaudia Kaczmarczyk (KES, 2021)

Machine learning for liquidity prediction on Vietnamese stock market. - Pham Quoc Khang; Klaudia Kaczmarczyk; Piotr Tutak; Pawel Golec; Katarzyna Kuziak; Radoslaw Depczynski; Marcin Hernes; Artur Rot (KES, 2021)

Financial Time Series Forecasting: Comparison of Traditional and Spiking Neural Networks. - Karolina Matenczuk; Agata Kozina; Aleksandra Markowska; Kateryna Czerniachowska; Klaudia Kaczmarczyk; Pawel Golec; Marcin Hernes; Krzysztof Lutoslawski; Adrianna Kozierkiewicz; Marcin Pietranik; Artur Rot; Mykola Dyvak (KES, 2021)

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

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