Tetyana Chumachenko

According to our database, Tetyana Chumachenko authored at least 16 papers between 2019 and 2023.

Collaborative distances:

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

2023

Epidemiological Implications of War: Machine Learning Estimations of the Russian Invasion's Effect on Italy's COVID-19 Dynamics.

Dmytro Chumachenko, Tetiana Dudkina, Tetyana Chumachenko, Plinio Pelegrini Morita

Comput., November, 2023

Intelligent Expert System for Detection of Healthcare- Associated Infections.

Andrii Hrimov, Yurii Parfeniuk, Maryna Railian, Oleksandr Popov, Tetyana Chumachenko

Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence, 2023

The Framework of Estimation of the Impact of the Russian War on the Infectious Diseases Spreading.

Dmytro Chumachenko, Tetyana Chumachenko

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2023

2022

Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting.

Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergey Yakovlev

Comput., 2022

Dimensionality Reduction of Chronic Kidney Disease Data using Principal Components Analysis.

Tetyana Chumachenko, Kseniia Bazilevych

Proceedings of the 2nd International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2022) 2022, 2022

Forecasting of COVID-19 Epidemic Process in Ukraine and Neighboring Countries by Gradient Boosting Method.

Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Olena Muradyan, Grigoriy Zholtkevych

Proceedings of the Information Technology for Education, Science, and Technics, 2022

Dimensionality Reduction of Data on Patients with Diabetes Mellitus by Multidimensional Scaling.

Ievgen Meniailov, Serhii Krivtsov, Tetyana Chumachenko

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

2021

The Concept of Decisions Support System to Mitigate the COVID-19 Pandemic Consequences based on Social and Epidemic Processes Intelligent Analysis.

Dmytro Boyko, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Artem Lytovchenko, Olena Muradyan, Grygoriy Zholtkevych

Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021

Compartment Model of COVID-19 Epidemic Process in Ukraine.

Alireza Mohammadi, Tetyana Chumachenko, Lyubov Makhota, Dmytro Chumachenko

Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent Infections.

Vil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych

Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine.

Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergiy Yakovlev

Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021

2020

The Concept of Developing a Decision Support System for the Epidemic Morbidity Control.

Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach.

Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Pavlo Pyrohov, Ihor Kuzin, Roman Rodyna

DSMP (Selected Papers), 2020

2019

Intelligent Expert System of Knowledge Examination of Medical Staff Regarding Infections Associated with the Provision of Medical Care.

Dmytro Chumachenko, Victor Balitskii, Tetyana Chumachenko, Victoria Makarova, Maryna Railian

Proceedings of the Modern Machine Learning Technologies, 2019

Intelligent Agent-Based Simulation of HIV Epidemic Process.

Dmytro Chumachenko, Tetyana Chumachenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Development of an intelligent agent-based model of the epidemic process of syphilis.

Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Yuliia Kuznetsova, Tetyana Chumachenko

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019