Modeling a Pharmaceutical Web-Service Using Colored Petri Nets. - Irina Kalinina; Aleksandr Gozhyj; Victor Gozhyi (CSIT, 2022)

Approach to Identification of Anomalous Values in Analysis Tasks and Data Pre-processing. - Irina Kalinina; Peter Bidyuk; Aleksandr Gozhyj; Victor Gozhyi; Vladyslav Nechakhin (ISDMCI (2), 2024)

A Systematic Approach to Data Normalization and Standardization in Machine Learning Problems. - Irina Kalinina; Aleksandr Gozhyj; Peter Bidyuk; Victor Gozhyi; Maksym Korobchynskyi; Vasiliy Nadraga (ISDMCI (2), 2024)

Improving the architecture of a two-level heterogeneous ensemble for solving machine learning problems. - Irina Kalinina; Aleksandr Gozhyj; Victor Gozhyi; Sergii Shiyan (ISW-CoLInS, 2025)

An approach to combining forecasts when solving machine learning problems. - Peter Bidyuk; Irina Kalinina; Aleksandr Gozhyj; Victor Gozhyi; Sergii Shiyan (MoMLeT, 2025)