Grigorii Shymchuk

According to our database, Grigorii Shymchuk authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Gas Consumption Forecasting Using Machine Learning Methods and Taking Into Account Climatic Indicators.

Grigorii Shymchuk, Iaroslav Lytvynenko, Roman Hromyak, Sergii Lytvynenko, Volodymyr Hotovych

Proceedings of the 1st International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2023), 2023

The Method of Computer Modeling of Heart Rhythm Based on the Vector of Stationary and Stationary-Related Random Sequences.

Petro Onyskiv, Iaroslav Lytvynenko, Volianyk Oleksandr, Grigorii Shymchuk, Volodymyr Hotovych

Proceedings of the 1st International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2023), 2023

2021

Simulation of gas consumption process based on the mathematical model in the form of cyclic random process considering the scale factors.

Serhii Lupenko, Iaroslav Lytvynenko, Nataliia Kunanets, Oleg Nazarevych, Grigorii Shymchuk, Volodymyr Hotovych

Proceedings of the 1st International Workshop on Information Technologies: Theoretical and Applied Problems 2021, 2021

Mathematical model of gas consumption process in the form of cyclic random process.

Iaroslav Lytvynenko, Serhii Lupenko, Oleg Nazarevych, Grigorii Shymchuk, Volodymyr Hotovych

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

2020

Method of Gas Consumption Change-point Detection Based on Seasonally Multicomponent Model.

Oleg Nazarevych, Yuriy Leshchyshyn, Serhii A. Lupenko, Volodymyr Hotovych, Grigorii Shymchuk, Nataliya Shabliy

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020