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PreviewIssue DateTitleAuthor(s)
D. Chumachenko_Ie. Meniailov_K. Bazilevych_T. Chumachenko_S. Yakovlev.pdf.jpg2022On intelligent agent-based simulation of COVID-19 epidemic process in UkraineChumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Yakovlev, Sergiy
Chumachenko_Meniailov_Bazilevich_Chumachenko.pdf.jpg2021-09-28Agent-based simulation as an effective tool for COVID-19 antiepidemic policy formationChumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
Chumachenko_Baieva_Makhota_Ostapenko_Chumachenko.pdf.jpg2021-12-04Assessment of seroprevalence to SARS-COV-2 among blood plasma donors during the pre-vaccination stage of the COVID-19 pandemic in UkraineChumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Baieva, Maryna; Makhota, Lyubov; Ostapenko, Galina; Chumachenko, Dmytro
ChumachenkoD_ChumachenkoT.pdf.jpg2022-03-25Impact of war on the dynamics of COVID-19 in UkraineChumachenko, Dmytro; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
ChumachenkoD_MeniailovI_BazilevychK_ChumachenkoT_YakovlevS.pdf.jpg2022-05-30Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient BoostingChumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Yakovlev, Sergey
Meniailov_Howard_Bazilevych_Makhota_Chumachenko.pdf.jpg2021-11Ensemble machine learning method as a high accuracy approach to COVID-19 simulationChumachenko, Dmytro; Meniailov, Ievgen; Howard, Megan W.; Bazilevych, Kseniia; Makhota, Lyubov; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
D.Chumachenko_T.Chumachenko_Meniailov_Muradyan_Zholtkevych.pdf.jpg2021-11-29Forecasting of COVID-19 Epidemic Process by Lasso RegressionChumachenko, Dmytro; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Meniailov, Ievgen; Muradyan, Olena; Zholtkevych, Grigoriy
2022-10-30Multiagent simulation model of the COVID-19 epidemic process with social factorsSalun, Olga; Chumachenko, Dmytro; Muradyan, Olena; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
2023Assessing the impact of the Russian war in Ukraine on COVID-19 transmission in Spain: a machine learning-based studyChumachenko, Dmytro; Pudkina, Tetiana; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
2022Barriers of COVID-19 vaccination in Ukraine during the war: the simulation study using arima modelChumachenko, Dmytro; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Kirinovych, Nataliia; Meniailov, Ievgen; Muradyan, Olena; Salun, Olga