Credit scoring model for microfinance organizations. - Svitlana O. Yaroshchuk; Nonna Shapovalova; Andrii M. Striuk; Olena H. Rybalchenko; Iryna Dotsenko; Svitlana V. Bilashenko (CS&SE@SW, 2019)

Adaptive Testing Model as the Method of Quality Knowledge Control Individualizing. - Nonna Shapovalova; Olena Rybalchenko; Iryna Dotsenko; Svitlana Bilashenko; Andrii Striuk; Levan Saitgareev (ICTERI Workshops, 2019)

Classification problem solving using quantum machine learning mechanisms. - Alina O. Savchuk; Nonna N. Shapovalova (CS&SE@SW, 2021)

Research and development of software for hydroacoustic signal analysis using machine learning techniques. - Anton O. Poliaiev; Nonna N. Shapovalova; Svitlana V. Bilashenko; Andrii M. Striuk (CS&SE@SW, 2024)

A comprehensive survey on reinforcement learning-based recommender systems: State-of-the-art, challenges, and future perspectives. - Oleksandr D. Rossiiev; Nonna N. Shapovalova; Olena H. Rybalchenko; Andrii M. Striuk (CS&SE@SW, 2024)