Dmytro Chumachenko

According to our database, Dmytro Chumachenko authored at least 44 papers between 2018 and 2024.

Collaborative distances:

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

2024

Artificial Intelligence Algorithms for Healthcare.

Dmytro Chumachenko, Sergiy Yakovlev

Algorithms, March, 2024

A novel approach to fake news classification using LSTM-based deep learning models.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

Frontiers Big Data, 2024

Application of artificial intelligence in active assisted living for aging population in real-world setting with commercial devices - A scoping review.

Kang Wang, Moojan Ghafurian, Dmytro Chumachenko, Shi Cao, Zahid A. Butt, Shahan Salim, Shahabeddin Abhari, Plinio P. Morita

Comput. Biol. Medicine, 2024

The Impact of Stopwords Removal on Disinformation Detection in Ukrainian language during Russian-Ukrainian war.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

Simulation of Influenza Dynamics in Kharkiv Oblast (Ukraine) using ARIMA Model.

Mykola Butkevych, Dmytro Chumachenko

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

A Road Map of Prompt Engineering for ChatGPT in Healthcare: A Perspective Study.

Shahabeddin Abhari, Somayeh Fatahi, Ashish Saragadam, Dmytro Chumachenko, Plinio Pelegrini Morita

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

Epidemiological Implications of War: Machine Learning Estimations of the Russian Invasion's Effect on Italy's COVID-19 Dynamics.

Dmytro Chumachenko, Tetiana Dudkina, Tetyana Chumachenko, Plinio Pelegrini Morita

Comput., November, 2023

Misinformation Detection in Political News using BERT Model.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

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

COVID-19 Misinformation Detection on Weibo by Support Vector Classifier.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

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.

Dmytro Chumachenko, Tetyana Chumachenko

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.

Dmytro Chumachenko, Mykola Butkevych, Daniel Lode, Marcus Frohme, Kurt J. G. Schmailzl, Alina S. Nechyporenko

Sensors, 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

Simulation of Impact of Migration Caused by the War in Ukraine on COVID-19 Epidemic Process in Moldova.

Dmytro Chumachenko, Pavlo Pyrohov, Lyubov Makhota

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

Impact of Russian War on COVID-19 Dynamics in Germany: the Simulation Study by Statistical Machine Learning.

Dmytro Chumachenko, Alina S. Nechyporenko, Marcus Frohme

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

Impact of Migration on COVID-19 Epidemic Process in Romania: a Simulation Study.

Dmytro Chumachenko, Pavlo Pyrohov, Sergiy Yakovlev

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.

Darina Kapusta, Alireza Mohammadi, Dmytro Chumachenko

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.

Dmytro Boyko, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Artem Lytovchenko, Olena Muradyan, Grygoriy Zholtkevych

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

Holt's Linear Model of COVID-19 Morbidity Forecasting in Ukraine.

Darina Kapusta, Serhii Krivtsov, Dmytro Chumachenko

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

Compartment Model of COVID-19 Epidemic Process in Ukraine.

Alireza Mohammadi, Tetyana Chumachenko, Lyubov Makhota, Dmytro Chumachenko

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).

Nataliia Dotsenko, Dmytro Chumachenko, Yuliia Husieva, Iryna Kadykova, Igor Chumachenko

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.

Vil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych

Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 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

Formation of a project team using an intelligent logic-combinatorial approach.

Nataliya Dotsenko, Dmytro Chumachenko, Igor Chumachenko

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Intelligent System of Epidemic Situation Monitoring and Control.

Dmytro Chumachenko, Sergey Yakovlev

Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

2020

Fuzzy Recurrent mappings in Multiagent simulation of Population dynamics Systems.

Dmytro Chumachenko, Oleksandr Sokolov, Sergiy Yakovlev

Int. J. Comput., 2020

Development of Intelligent Information Technology of Computer Processing of Pedagogical Tests Open Tasks Based on Machine Learning Approach.

Arina Herasymova, Dmytro Chumachenko, Halyna Padalko

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.

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

Intelligent Expert System of Knowledge Examination of Medical Staff Regarding Infections Associated with the Provision of Medical Care.

Dmytro Chumachenko, Victor Balitskii, Tetyana Chumachenko, Victoria Makarova, Maryna Railian

Proceedings of the Modern Machine Learning Technologies, 2019

Intelligent Agent-Based Simulation of HIV Epidemic Process.

Dmytro Chumachenko, Tetyana Chumachenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 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

Management of Critical Competencies in a Multi-Project Environment.

Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko

Proceedings of the 15th International Conference on ICT in Education, 2019

Modeling of the process of critical competencies management in the multi-project environment.

Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko

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

Project-Oriented Management of Adaptive Commands Formation Resources in Multi-Project Environment.

Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018

Stochastic modelling of Cash Flow for Personal Insurance fund using the Cloud Data Storage.

Kseniia Bazilevych, Mary Mazorchuk, Yurii Parfeniuk, Viktoriia Dobriak, Ievgen Meniailov, Dmytro Chumachenko

Int. J. Comput., 2018

On Intelligent Multiagent Approach to Viral Hepatitis B Epidemic Processes Simulation.

Dmytro Chumachenko

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.

Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Web-Application Development for Tasks of Prediction in Medical Domain.

Mariia S. Mazorchuk, Viktoriia Dobriak, Dmytro Chumachenko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018