Tetyana Chumachenko

18 papers C 3Journal 2Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Forecasting of Acute Upper Respiratory Tract Infection in Ukraine during the War Conditions using LSTM Model.
ProfIT AI
Mykola Butkevych, Kateryna Vasiuk, Iryna Trofymova, Tetyana Chumachenko
2024 — conf
Development of Intelligent Nutrition Surveillance System with OpenAI API.
ProfIT AI
Vadym Yevtushenko, Kyrylo Rukkas, Tetyana Chumachenko
2023 J jnl
Epidemiological Implications of War: Machine Learning Estimations of the Russian Invasion's Effect on Italy's COVID-19 Dynamics.
Comput.
Dmytro Chumachenko, Tetiana Dudkina, Tetyana Chumachenko, Plinio Pelegrini Morita
2023 — conf
Intelligent Expert System for Detection of Healthcare- Associated Infections.
ProfIT AI
Andrii Hrimov, Yurii Parfeniuk, Maryna Railian, Oleksandr Popov, Tetyana Chumachenko
2023 — conf
The Framework of Estimation of the Impact of the Russian War on the Infectious Diseases Spreading.
COLINS (3)
Dmytro Chumachenko, Tetyana Chumachenko
2022 — conf
Dimensionality Reduction of Chronic Kidney Disease Data using Principal Components Analysis.
ProfIT AI
Tetyana Chumachenko, Kseniia Bazilevych
2022 C conf
Dimensionality Reduction of Data on Patients with Diabetes Mellitus by Multidimensional Scaling.
IDDM
Ievgen Meniailov, Serhii Krivtsov, Tetyana Chumachenko
2022 — conf
Forecasting of COVID-19 Epidemic Process in Ukraine and Neighboring Countries by Gradient Boosting Method.
ITEST
Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Olena Muradyan, Grigoriy Zholtkevych
2022 J jnl
Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting.
Comput.
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergey Yakovlev
2021 — conf
Compartment Model of COVID-19 Epidemic Process in Ukraine.
IT&AS
Alireza Mohammadi, Tetyana Chumachenko, Lyubov Makhota, Dmytro Chumachenko
2021 — conf
On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine.
EUSPN/ICTH
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergiy Yakovlev
2021 — conf
The Concept of Decisions Support System to Mitigate the COVID-19 Pandemic Consequences based on Social and Epidemic Processes Intelligent Analysis.
ProfIT AI
Dmytro Boyko, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Artem Lytovchenko, Olena Muradyan, Grygoriy Zholtkevych
2021 C conf
Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent Infections.
IDDM
Vil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych
2020 — conf
On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach.
DSMP (Selected Papers)
Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Pavlo Pyrohov, Ihor Kuzin, Roman Rodyna
2020 C conf
The Concept of Developing a Decision Support System for the Epidemic Morbidity Control.
IDDM
Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko
2019 — conf
Development of an intelligent agent-based model of the epidemic process of syphilis.
CSIT (1)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Yuliia Kuznetsova, Tetyana Chumachenko
2019 — conf
Intelligent Agent-Based Simulation of HIV Epidemic Process.
ISDMCI
Dmytro Chumachenko, Tetyana Chumachenko
2019 — conf
Intelligent Expert System of Knowledge Examination of Medical Staff Regarding Infections Associated with the Provision of Medical Care.
MoMLeT
Dmytro Chumachenko, Victor Balitskii, Tetyana Chumachenko, Victoria Makarova, Maryna Railian