Ievgen Meniailov

According to our database, Ievgen Meniailov authored at least 18 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Approaches to Organization of Change Tables for Real- Time Business Intelligence.

Anastasiia Morozova, Liliia Bielova, Ievgen Meniailov

Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence, 2023

Estimation of Ukrainian Refugees Impact on COVID-19 Dynamics in Czech Republic using Prophet Model.

Dmytro Chumachenko, Vasyl Chomko, Ievgen Meniailov, Serhii Krivtsov, Halyna Padalko

Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence, 2023

A Data-Driven Simulation of Ukrainian Refugee Flows Impact on COVID-19 Dynamics in the UK.

Dmytro Chumachenko, Vasyl Chomko, Ievgen Meniailov, Serhii Krivtsov, Halyna Padalko

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

2022

Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting.

Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergey Yakovlev

Comput., 2022

Application of Multidimensional Scaling Model for Hepatitis C Data Dimensionality Reduction.

Ievgen Meniailov, Halyna Padalko

Proceedings of the 2nd International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2022) 2022, 2022

Detection of Patients with Diabetes Mellitus using Density-Based Spatial Clustering of Applications with Noize.

Serhii Krivtsov, Ievgen Meniailov, Kyryl Korobchynskyi

Proceedings of the 2nd International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2022) 2022, 2022

Forecasting of COVID-19 Epidemic Process in Ukraine and Neighboring Countries by Gradient Boosting Method.

Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Olena Muradyan, Grigoriy Zholtkevych

Proceedings of the Information Technology for Education, Science, and Technics, 2022

Dimensionality Reduction of Data on Patients with Diabetes Mellitus by Multidimensional Scaling.

Ievgen Meniailov, Serhii Krivtsov, Tetyana Chumachenko

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

2021

Intelligent Decision-Making in Conditions of Uncertainty in Games with Nature.

Pavlo Pyrohov, Ievgen Meniailov

Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021

Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method.

Olga Skitsan, Ievgen Meniailov, Kseniia Bazilevych, Halyna Padalko

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Classification and Prediction of Diabetes Disease using Decision Tree Method.

Tetiana Dudkina, Ievgen Meniailov, Kseniia Bazilevych, Serhii Krivtsov, Anton Tkachenko

Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine.

Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergiy Yakovlev

Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021

2020

The Concept of Developing a Decision Support System for the Epidemic Morbidity Control.

Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Determination of Heart Disease Based on Analysis of Patient Statistics using the Fuzzy C-means Clustering Algorithm.

Ievgen Meniailov, Dmytro Chumachenko, Kseniia Bazilevych

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach.

Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Pavlo Pyrohov, Ihor Kuzin, Roman Rodyna

DSMP (Selected Papers), 2020

2019

Using the K-means Method for Diagnosing Cancer Stage Using the Pandas Library.

Ievgen Meniailov, Kseniia Bazilevych, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko

Proceedings of the Modern Machine Learning Technologies, 2019

Determining the Probability of Heart Disease using Data Mining Methods.

Kseniia Bazilevych, Ievgen Meniailov, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko, Pavlo Pyrohov

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Development of an intelligent agent-based model of the epidemic process of syphilis.

Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Yuliia Kuznetsova, Tetyana Chumachenko

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019