Implementation of search mechanism for implicit dependences in process mining. - Olga Kalynychenko; Sergii Chalyi; Yevgeniy V. Bodyanskiy; Vira Golian; Nataliia Golian (IDAACS, 2013)

Investigation of the Deep Learning Approaches to Classify Emotions in Texts. - Dmytro Nazarenko; Iryna Afanasieva; Nataliia Golian; Vira Golian (COLINS, 2021)

Application of Neural Networks to Identify of Fake News. - Iryna Afanasieva; Nataliia Golian; Vira Golian; Artem Khovrat; Kostiantyn Onyshchenko (COLINS (2), 2023)

Audio processing methods for speech emotion recognition using machine learning. - Oleksii Turuta; Iryna Afanasieva; Nataliia Golian; Vira Golian; Kostiantyn Onyshchenko; Daniil Suvorov (MoMLeT, 2024)

Binary data compression using combinations of entropy and dictionary encoding algorithms. - Oleksii Turuta; Nataliia Golian; Vira Golian; Iryna Afanasieva; Kostiantyn Onyshchenko; Sviatoslav Mychka (ISW-CoLInS, 2025)