Tetyana Chumachenko

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Gradient Boosting

Decision Support

Infectious Disease

Principal Components

Top Venues

Publications

Dmytro Chumachenko, Tetyana Chumachenko
The Framework of Estimation of the Impact of the Russian War on the Infectious Diseases Spreading. COLINS (3) (2023)
Dmytro Chumachenko, Tetiana Dudkina, Tetyana Chumachenko, Plinio Pelegrini Morita
Epidemiological Implications of War: Machine Learning Estimations of the Russian Invasion's Effect on Italy's COVID-19 Dynamics. Comput. 11 (11) (2023)
Andrii Hrimov, Yurii Parfeniuk, Maryna Railian, Oleksandr Popov, Tetyana Chumachenko
Intelligent Expert System for Detection of Healthcare- Associated Infections. ProfIT AI (2023)
Ievgen Meniailov, Serhii Krivtsov, Tetyana Chumachenko
Dimensionality Reduction of Data on Patients with Diabetes Mellitus by Multidimensional Scaling. IDDM (2022)
Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Olena Muradyan, Grigoriy Zholtkevych
Forecasting of COVID-19 Epidemic Process in Ukraine and Neighboring Countries by Gradient Boosting Method. ITEST (2022)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergey Yakovlev
Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting. Comput. 10 (6) (2022)
Tetyana Chumachenko, Kseniia Bazilevych
Dimensionality Reduction of Chronic Kidney Disease Data using Principal Components Analysis. ProfIT AI (2022)
Dmytro Boyko, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Artem Lytovchenko, Olena Muradyan, Grygoriy Zholtkevych
The Concept of Decisions Support System to Mitigate the COVID-19 Pandemic Consequences based on Social and Epidemic Processes Intelligent Analysis. ProfIT AI (2021)
Alireza Mohammadi, Tetyana Chumachenko, Lyubov Makhota, Dmytro Chumachenko
Compartment Model of COVID-19 Epidemic Process in Ukraine. IT&AS (2021)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergiy Yakovlev
On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine. EUSPN/ICTH (2021)
Vil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych
Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent Infections. IDDM (2021)
Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko
The Concept of Developing a Decision Support System for the Epidemic Morbidity Control. IDDM (2020)
Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Pavlo Pyrohov, Ihor Kuzin, Roman Rodyna
On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach. DSMP (2020)
Dmytro Chumachenko, Victor Balitskii, Tetyana Chumachenko, Victoria Makarova, Maryna Railian
Intelligent Expert System of Knowledge Examination of Medical Staff Regarding Infections Associated with the Provision of Medical Care. MoMLeT (2019)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Yuliia Kuznetsova, Tetyana Chumachenko
Development of an intelligent agent-based model of the epidemic process of syphilis. CSIT (1) (2019)
Dmytro Chumachenko, Tetyana Chumachenko
Intelligent Agent-Based Simulation of HIV Epidemic Process. ISDMCI (2019)