The concept of developing a decision support system for the epidemic morbidity control S Yakovlev, K Bazilevych, D Chumachenko, T Chumachenko, ... | 84 | 2020 |
On agent-based approach to influenza and acute respiratory virus infection simulation D Chumachenko, V Dobriak, M Mazorchuk, I Meniailov, K Bazilevych 2018 14th International Conference on Advanced Trends in Radioelecrtronics …, 2018 | 51 | 2018 |
Stochastic modelling of cash flow for personal insurance fund using the cloud data storage K Bazilevych, M Mazorchuk, Y Parfeniuk, V Dobriak, I Meniailov, ... International Journal of Computing 17 (3), 153-162, 2018 | 44 | 2018 |
Investigation of statistical machine learning models for COVID-19 epidemic process simulation: Random forest, K-nearest neighbors, gradient boosting D Chumachenko, I Meniailov, K Bazilevych, T Chumachenko, S Yakovlev Computation 10 (6), 86, 2022 | 43 | 2022 |
On intelligent decision making in multiagent systems in conditions of uncertainty D Chumachenko, I Meniailov, K Bazilevych, T Chumachenko 2019 XIth International Scientific and Practical Conference on Electronics …, 2019 | 32 | 2019 |
Classification and Prediction of Diabetes Disease using Decision Tree Method. T Dudkina, I Meniailov, K Bazilevych, S Krivtsov, A Tkachenko IT&AS, 163-172, 2021 | 31 | 2021 |
Development of an intelligent agent-based model of the epidemic process of syphilis D Chumachenko, I Meniailov, K Bazilevych, Y Kuznetsova, ... 2019 IEEE 14th international conference on computer sciences and information …, 2019 | 31 | 2019 |
Using the K-means method for diagnosing cancer stage using the Pandas library I Meniailov, K Bazilevych, K Fedulov, S Goranina development 14, 15, 2019 | 23 | 2019 |
Comparative study of linear regression and SIR models of COVID-19 propagation in Ukraine before vaccination A Mohammadi, I Meniailov, K Bazilevych, S Yakovlev, D Chumachenko Radioelectronic and Computer Systems, 5-18, 2021 | 20 | 2021 |
Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method. O Skitsan, I Meniailov, K Bazilevych, H Padalko MoMLeT+ DS, 186-195, 2021 | 17 | 2021 |
Development of methods for supply management in transportation networks under conditions of uncertainty of transportation cost values L Raskin, O Sira, Y Parfeniuk, K Bazilevych EUREKA: Physics and Engineering,(2), 108-123, 2021 | 14 | 2021 |
Determining the Probability of Heart Disease using Data Mining Methods. K Bazilevych, I Meniailov, K Fedulov, S Goranina, D Chumachenko, ... IDDM, 383-394, 2019 | 12 | 2019 |
Intelligent decision-support system for epidemiological diagnostics. I. A concept of architecture design KO Bazilevych, DI Chumachenko, LF Hulianytskyi, IS Meniailov, ... Cybernetics and Systems Analysis 58 (3), 343-353, 2022 | 10 | 2022 |
Non-linear estimation methods in multi-objective problems of robust optimal design and diagnostics of systems under uncertainties I Meniailov, M Ugryumov, D Chumachenko, K Bazilevych, S Chernysh, ... Integrated Computer Technologies in Mechanical Engineering: Synergetic …, 2020 | 7 | 2020 |
On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine D Chumachenko, I Meniailov, K Bazilevych, T Chumachenko, S Yakovlev Procedia Computer Science 198, 706-711, 2022 | 6 | 2022 |
Predictive model of COVID-19 epidemic process based on neural network S Krivtsov, I Meniailov, K Bazilevych, D Chumachenko Radioelectronic and Computer Systems, 7-18, 2022 | 4 | 2022 |
Classification of Cardiovascular Disease Using AdaBoost Method K Bazilevych, M Butkevych, H Padalko International Conference on Smart Technologies in Urban Engineering, 107-114, 2022 | 4 | 2022 |
On COVID-19 epidemic process simulation: three regression approaches investigations D Chumachenko, I Meniailov, K Bazilevych, O Chub ХАІ, 2022 | 4 | 2022 |
Classification and Prediction of Diabetes Disease Using Modified k-neighbors Method V Lopatka, I Meniailov, K Bazilevych 2021 IEEE 12th International Conference on Electronics and Information …, 2021 | 4 | 2021 |
Intelligent Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using Shannon Method. K Bazilevych, S Krivtsov, M Butkevych ProfIT AI, 65-75, 2021 | 4 | 2021 |