1. Repository of Kharkiv National Medical University

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PreviewIssue DateTitleAuthor(s)
ChumachenkoD_Piletskiy_Sukhorukova_ChumachenkoT.pdf.jpg2022-04-23Predictive Model of Lyme Disease Epidemic Process Using Machine Learning ApproachChumachenko, Dmytro; Piletskiy, Pavlo; Sukhorukova, Marya; Chumachenko, Tetyana
Чумаченко.pdf.jpg2021-03-05Compartment Model of COVID-19 Epidemic Process in UkraineMohammadia, Alireza; Chumachenko, Tetyana; Makhota, Lyubov; Chumachenko, Dmytro
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
2022Simulation of the COVID-19 Epidemic Process: Investigation of a Deterministic Approach and a Machine Learning ModelMohammadi, A.; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Meniailov, I.; Bazilevich, K.; Chumachenko, D.
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
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

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