Comparison identification of statistical and fuzzy models of time series. - Nataliia Kashpruk (SMC, 2016)

On the Equivalence Between AR Family Time Series Models and Fuzzy Models in Signal Processing. - Anna Walaszek-Babiszewska; Marek Rydel; Nataliia Kashpruk (DSMP, 2018)

Predicting system degradation using Bayesian time series models. - Jerzy Baranowski; Waldemar Bauer; Nataliia Kashpruk; Marta A. Zagorowska (MMAR, 2021)

Forecasting models for Polish coal mining accidents. - Marta Kraszewska; Nataliia Kashpruk; Jerzy Baranowski; Mariusz Kapusta (MMAR, 2022)

Using AI for Healthcare Management - Vinci Medicine solution. - Nataliia Kashpruk; Jerzy Baranowski; Wojciech Bachta (MMAR, 2023)

Occupational diseases forecasting for Polish coal mining based on Prophet algorithm. - Nataliia Kashpruk; Marta Kraszewska; Jerzy Baranowski; Mariusz Kapusta (MMAR, 2023)