1. Repository of Kharkiv National Medical University

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PreviewIssue DateTitleAuthor(s)
ELIT_2019_Chumachenko T.O. (pdf.io).pdf.jpg2019-09-16On Intelligent Decision Making in Multiagent Systems in Conditions of UncertaintyChumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tetyana
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.pdf.jpg2020-11-19The Concept of Developing a Decision Support System for the Epidemic Morbidity ControlYakovlev, Sergiy; Bazilevych, Kseniia; Chumachenko, Dmytro; Chumachenko, Tetyana; Hulianytskyi, Leonid; Meniailov, Ievgen; Tkachenko, Anton
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
2. Chumachenko_Bazilevych_Meniailov_Chumachenko.pdf.jpg2021Cluster Analysis of the COVID-19 Epidemic Process in UkraineChumachenko, D.; Bazilevych, K.; Meniailov, Ievgen; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
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
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
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
2022Impact of war on COVID-19 pandemic in Ukraine: the simulation studyChumachenko, Dmytro; Pyrohov, Pavlo; Meniailov, Ievgen; 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

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