Preview | Issue Date | Title | Author(s) |
| 2021-09-28 | Agent-based simulation as an effective tool for COVID-19 antiepidemic policy formation | Chumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна |
| 2022 | Barriers of COVID-19 vaccination in Ukraine during the war: the simulation study using arima model | Chumachenko, Dmytro; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Kirinovych, Nataliia; Meniailov, Ievgen; Muradyan, Olena; Salun, Olga |
| 2021 | Cluster Analysis of the COVID-19 Epidemic Process in Ukraine | Chumachenko, D.; Bazilevych, K.; Meniailov, Ievgen; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна |
| 2020-11-19 | The Concept of Developing a Decision Support System for the Epidemic Morbidity Control | Yakovlev, Sergiy; Bazilevych, Kseniia; Chumachenko, Dmytro; Chumachenko, Tetyana; Hulianytskyi, Leonid; Meniailov, Ievgen; Tkachenko, Anton |
| 2022-11-18 | Dimensionality Reduction of Data on Patients with Diabetes Mellitus by Multidimensional Scaling | Meniailov, Ievgen; Krivtsov, Serhii; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна |
| 2021-11 | Ensemble machine learning method as a high accuracy approach to COVID-19 simulation | Chumachenko, Dmytro; Meniailov, Ievgen; Howard, Megan W.; Bazilevych, Kseniia; Makhota, Lyubov; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна |
| 2021-11-29 | Forecasting of COVID-19 Epidemic Process by Lasso Regression | Chumachenko, Dmytro; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Meniailov, Ievgen; Muradyan, Olena; Zholtkevych, Grigoriy |
| 2022 | Impact of war on COVID-19 pandemic in Ukraine: the simulation study | Chumachenko, Dmytro; Pyrohov, Pavlo; Meniailov, Ievgen; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна |
| 2023-03 | Intelligent Decision Support System for Differential Diagnosis of Chronic Odontogenic Rhinosinusitis Based on U-Net Segmentation | Nechyporenko, Alina; Frohme, Marcus; Gargin, Vitaliy; Meniailov, Ievgen; Chumachenko, Dmytro; Alekseeva, Victoriia |
| 2022-05-30 | Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting | Chumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Yakovlev, Sergey |
| 2022 | On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine | Chumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Yakovlev, Sergiy |
| 2019-09-16 | On Intelligent Decision Making in Multiagent Systems in Conditions of Uncertainty | Chumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tetyana |