Dmytro Chumachenko
Orcid: 0000-0003-2623-3294Affiliations:
- National Aerospace University, Kharkiv, Ukraine
According to our database1,
Dmytro Chumachenko
authored at least 37 papers
between 2018 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
2023
Epidemiological Implications of War: Machine Learning Estimations of the Russian Invasion's Effect on Italy's COVID-19 Dynamics.
Comput., November, 2023
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.
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.
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023
Proceedings of the 13th International Conference on Dependable Systems, 2023
The Framework of Estimation of the Impact of the Russian War on the Infectious Diseases Spreading.
Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2023
2022
Machine Learning Methods in Predicting Patients with Suspected Myocardial Infarction Based on Short-Time HRV Data.
Sensors, 2022
Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting.
Comput., 2022
Simulation of Impact of Migration Caused by the War in Ukraine on COVID-19 Epidemic Process in Moldova.
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.
Proceedings of the Information Technology for Education, Science, and Technics, 2022
Impact of Russian War on COVID-19 Dynamics in Germany: the Simulation Study by Statistical Machine Learning.
Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022
Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022
2021
Machine Learning Approach to COVID-19 Epidemic Process Simulation using Polynomial Regression Model.
Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021
The Concept of Decisions Support System to Mitigate the COVID-19 Pandemic Consequences based on Social and Epidemic Processes Intelligent Analysis.
Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021
Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021
Intelligent Information Technology for Providing Human Resources to Projects in a Multi-Project Environment (keynote).
Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021
Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent Infections.
Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021
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
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021
Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021
2020
Development of Intelligent Information Technology of Computer Processing of Pedagogical Tests Open Tasks Based on Machine Learning Approach.
Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020
The Concept of Developing a Decision Support System for the Epidemic Morbidity Control.
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.
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.
DSMP (Selected Papers), 2020
2019
Proceedings of the Modern Machine Learning Technologies, 2019
Intelligent Expert System of Knowledge Examination of Medical Staff Regarding Infections Associated with the Provision of Medical Care.
Proceedings of the Modern Machine Learning Technologies, 2019
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019
Proceedings of the 15th International Conference on ICT in Education, 2019
Modeling of the process of critical competencies management in the multi-project environment.
Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019
Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019
Project-Oriented Management of Adaptive Commands Formation Resources in Multi-Project Environment.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019
2018
On Intelligent Multiagent Approach to Viral Hepatitis B Epidemic Processes Simulation.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018
Modeling of the Processes of Stakeholder Involvement in Command Management in a Multi-Project Environment.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018
Proceedings of the Advances in Intelligent Systems and Computing III, 2018