Dmytro Chumachenko

62 papers C 6Misc 2Journal 17Unranked 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving the Accuracy of Infectious Disease Forecasts Based on Comparing Neural Network Architectures.
Comput.
Oleksandr Kovaliv, Yuriy P. Kondratenko, Ievgen V. Sidenko, Galyna V. Kondratenko, Dmytro Chumachenko
2026 — ed.
Proceedings of the 5th International Workshop of IT-professionals on Artificial Intelligence, ProfIT AI 2025, Liverpool, United Kingdom, October 15-17, 2025.
ProfIT AI
Dmytro Chumachenko, Igor Potapov, Sergiy Yakovlev
2025 J jnl
A Novel Comprehensive Framework for Detecting and Understanding Health-Related Misinformation.
Inf.
Halyna Padalko, Vasyl Chomko, Sergiy Yakovlev, Dmytro Chumachenko
2025 J jnl
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology.
Internet Things
Kang Wang, Ashish Saragadam, Jasleen Kaur, Ayan Dogra, Shi Cao, Moojan Ghafurian, Zahid A. Butt, Shahabeddin Abhari, Dmytro Chumachenko, Plinio P. Morita
2025 J jnl
Artificial Intelligence Applications in Public Health.
Comput.
Dmytro Chumachenko, Sergiy Yakovlev
2025 J jnl
Continuous Maximum Coverage Location Problem with Arbitrary Shape of Service Areas and Regional Demand.
Symmetry
Sergiy Yakovlev, Sergiy Shekhovtsov, Lyudmyla Kirichenko, Olha Matsyi, Dmytro Podzeha, Dmytro Chumachenko
2025 J jnl
Editorial: Outbreak oracles: how AI's journey through COVID-19 shapes future epidemic strategy.
Frontiers Artif. Intell.
Dmytro Chumachenko, Jasleen Kaur, Jake Y. Chen
2025 — conf
Governing AI in Education: A Cross-Organization Analysis of International Policy, Law, and Standards.
ProfIT AI
Dmytro Chumachenko, Ann Fitz-Gerald, Artem Artyukhov, Serhiy Lyeonov
2025 J jnl
Investigation of machine learning approaches to classify war-related content during Russian full-scale invasion of Ukraine.
Soc. Netw. Anal. Min.
Halyna Padalko, Dmytro Chumachenko, Navneet Kaur, Irfhana Zakir Hussain, Jasleen Kaur, Matheus Lotto, Zahid A. Butt, Plinio Pelegrini Morita
2025 — conf
Neural network detection of digital fatigue and burnout with interpretable thematic segmentation.
ExplAI
Olexander Mazurets, Roman Vit, Maryna Molchanova, Olena Sobko, Adam Wierzbicki, Dmytro Chumachenko
2025 — conf
Simulation of Acute Hepatitis a in Ukraine Using LSTM Deep Learning Model.
ACIT
Mykola Butkevych, Dmytro Chumachenko
2025 J jnl
Smoothing Techniques for Improving COVID-19 Time Series Forecasting Across Countries.
Comput.
Uliana Zbezhkhovska, Dmytro Chumachenko
2024 — conf
A Road Map of Prompt Engineering for ChatGPT in Healthcare: A Perspective Study.
MIE
Shahabeddin Abhari, Somayeh Fatahi, Ashish Saragadam, Dmytro Chumachenko, Plinio Pelegrini Morita
2024 J jnl
A novel approach to fake news classification using LSTM-based deep learning models.
Frontiers Big Data
Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko
2024 J jnl
Application of artificial intelligence in active assisted living for aging population in real-world setting with commercial devices - A scoping review.
Comput. Biol. Medicine
Kang Wang, Moojan Ghafurian, Dmytro Chumachenko, Shi Cao, Zahid A. Butt, Shahan Salim, Shahabeddin Abhari, Plinio P. Morita
2024 J jnl
Artificial Intelligence Algorithms for Healthcare.
Algorithms
Dmytro Chumachenko, Sergiy Yakovlev
2024 J jnl
Exploring Bifurcation in the Compartmental Mathematical Model of COVID-19 Transmission.
Comput.
Olena Kiseleva, Sergiy Yakovlev, Dmytro Chumachenko, Oleksandr Kuzenkov
2024 — ed.
Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence, ProfIT AI 2023, Waterloo, Canada, November 20-22, 2023.
ProfIT AI
Dmytro Chumachenko, Jasleen Kaur, Sergiy Yakovlev, Plinio P. Morita
2024 — ed.
Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence, ProfIT AI 2024, Cambridge, MA, USA, September 25-27, 2024.
ProfIT AI
Dmytro Chumachenko, Polina Golland, Sergiy Yakovlev
2024 C conf
Simulation of Influenza Dynamics With Lstm Deep Learning Model.
IDDM
Mykola Butkevych, Ievgen Meniailov, Kseniia Bazilevych, Yurii Parfeniuk, Dmytro Chumachenko
2024 — conf
Simulation of Influenza Dynamics in Kharkiv Oblast (Ukraine) using ARIMA Model.
ProfIT AI
Mykola Butkevych, Dmytro Chumachenko
2024 — conf
The Impact of Stopwords Removal on Disinformation Detection in Ukrainian language during Russian-Ukrainian war.
ProfIT AI
Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko
2023 C conf
A Data-Driven Simulation of Ukrainian Refugee Flows Impact on COVID-19 Dynamics in the UK.
IDDM
Dmytro Chumachenko, Vasyl Chomko, Ievgen Meniailov, Serhii Krivtsov, Halyna Padalko
2023 — conf
COVID-19 Misinformation Detection on Weibo by Support Vector Classifier.
DESSERT
Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko
2023 J jnl
Epidemiological Implications of War: Machine Learning Estimations of the Russian Invasion's Effect on Italy's COVID-19 Dynamics.
Comput.
Dmytro Chumachenko, Tetiana Dudkina, Tetyana Chumachenko, Plinio Pelegrini Morita
2023 — conf
Estimation of Ukrainian Refugees Impact on COVID-19 Dynamics in Czech Republic using Prophet Model.
ProfIT AI
Dmytro Chumachenko, Vasyl Chomko, Ievgen Meniailov, Serhii Krivtsov, Halyna Padalko
2023 — conf
Misinformation Detection in Political News using BERT Model.
ProfIT AI
Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko
2023 — ed.
Proceedings of the 2nd International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2022) 2022, Łódź, Poland, December 2-4, 2022.
ProfIT AI
Dmytro Chumachenko, Adam Wojciechowski, Sergiy Yakovlev, Marcus Frohme
2023 — conf
The Framework of Estimation of the Impact of the Russian War on the Infectious Diseases Spreading.
COLINS (3)
Dmytro Chumachenko, Tetyana Chumachenko
2022 — conf
Forecasting of COVID-19 Epidemic Process in Ukraine and Neighboring Countries by Gradient Boosting Method.
ITEST
Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Olena Muradyan, Grigoriy Zholtkevych
2022 Misc conf
Impact of Migration on COVID-19 Epidemic Process in Romania: a Simulation Study.
CSIT
Dmytro Chumachenko, Pavlo Pyrohov, Sergiy Yakovlev
2022 C conf
Impact of Russian War on COVID-19 Dynamics in Germany: the Simulation Study by Statistical Machine Learning.
IDDM
Dmytro Chumachenko, Alina S. Nechyporenko, Marcus Frohme
2022 J jnl
Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting.
Comput.
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergey Yakovlev
2022 J jnl
Machine Learning Methods in Predicting Patients with Suspected Myocardial Infarction Based on Short-Time HRV Data.
Sensors
Dmytro Chumachenko, Mykola Butkevych, Daniel Lode, Marcus Frohme, Kurt J. G. Schmailzl, Alina S. Nechyporenko
2022 — conf
Simulation of Impact of Migration Caused by the War in Ukraine on COVID-19 Epidemic Process in Moldova.
ProfIT AI
Dmytro Chumachenko, Pavlo Pyrohov, Lyubov Makhota
2021 — conf
Compartment Model of COVID-19 Epidemic Process in Ukraine.
IT&AS
Alireza Mohammadi, Tetyana Chumachenko, Lyubov Makhota, Dmytro Chumachenko
2021 — conf
Formation of a project team using an intelligent logic-combinatorial approach.
CSIT (2)
Nataliya Dotsenko, Dmytro Chumachenko, Igor Chumachenko
2021 — conf
Holt's Linear Model of COVID-19 Morbidity Forecasting in Ukraine.
MoMLeT+DS
Darina Kapusta, Serhii Krivtsov, Dmytro Chumachenko
2021 — conf
Intelligent Information Technology for Providing Human Resources to Projects in a Multi-Project Environment (keynote).
IntelITSIS
Nataliia Dotsenko, Dmytro Chumachenko, Yuliia Husieva, Iryna Kadykova, Igor Chumachenko
2021 — conf
Intelligent System of Epidemic Situation Monitoring and Control.
COLINS
Dmytro Chumachenko, Sergey Yakovlev
2021 — conf
Machine Learning Approach to COVID-19 Epidemic Process Simulation using Polynomial Regression Model.
ProfIT AI
Darina Kapusta, Alireza Mohammadi, Dmytro Chumachenko
2021 — conf
On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine.
EUSPN/ICTH
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergiy Yakovlev
2021 — ed.
Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, Kharkiv, Ukraine, September 20-21, 2021.
ProfIT AI
Dmytro Chumachenko, Oleksandr Sokolov, Natalia Kryvinska, Serhii Yakovlev
2021 — conf
The Concept of Decisions Support System to Mitigate the COVID-19 Pandemic Consequences based on Social and Epidemic Processes Intelligent Analysis.
ProfIT AI
Dmytro Boyko, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Artem Lytovchenko, Olena Muradyan, Grygoriy Zholtkevych
2021 C conf
Toward Reference Architecture of Control System Socio-Epidemic Processes of Emergent Infections.
IDDM
Vil Bakirov, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Olena Muradyan, Grygoriy Zholtkevych
2020 — conf
Determination of Heart Disease Based on Analysis of Patient Statistics using the Fuzzy C-means Clustering Algorithm.
DSMP
Ievgen Meniailov, Dmytro Chumachenko, Kseniia Bazilevych
2020 — conf
Development of Intelligent Information Technology of Computer Processing of Pedagogical Tests Open Tasks Based on Machine Learning Approach.
MoMLeT+DS
Arina Herasymova, Dmytro Chumachenko, Halyna Padalko
2020 J jnl
Fuzzy Recurrent mappings in Multiagent simulation of Population dynamics Systems.
Int. J. Comput.
Dmytro Chumachenko, Oleksandr Sokolov, Sergiy Yakovlev
2020 — conf
On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach.
DSMP (Selected Papers)
Dmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Pavlo Pyrohov, Ihor Kuzin, Roman Rodyna
2020 C conf
The Concept of Developing a Decision Support System for the Epidemic Morbidity Control.
IDDM
Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko
2019 C conf
Determining the Probability of Heart Disease using Data Mining Methods.
IDDM
Kseniia Bazilevych, Ievgen Meniailov, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko, Pavlo Pyrohov
2019 — conf
Development of an intelligent agent-based model of the epidemic process of syphilis.
CSIT (1)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Yuliia Kuznetsova, Tetyana Chumachenko
2019 — conf
Intelligent Agent-Based Simulation of HIV Epidemic Process.
ISDMCI
Dmytro Chumachenko, Tetyana Chumachenko
2019 — conf
Intelligent Expert System of Knowledge Examination of Medical Staff Regarding Infections Associated with the Provision of Medical Care.
MoMLeT
Dmytro Chumachenko, Victor Balitskii, Tetyana Chumachenko, Victoria Makarova, Maryna Railian
2019 Misc conf
Management of Critical Competencies in a Multi-Project Environment.
ICTERI
Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko
2019 — conf
Modeling of the process of critical competencies management in the multi-project environment.
CSIT (3)
Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko
2019 — conf
Project-Oriented Management of Adaptive Commands Formation Resources in Multi-Project Environment.
CMIS
Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko
2019 — conf
Using the K-means Method for Diagnosing Cancer Stage Using the Pandas Library.
MoMLeT
Ievgen Meniailov, Kseniia Bazilevych, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko
2018 — conf
Modeling of the Processes of Stakeholder Involvement in Command Management in a Multi-Project Environment.
CSIT (1)
Nataliia Dotsenko, Dmytro Chumachenko, Igor Chumachenko
2018 — conf
On Intelligent Multiagent Approach to Viral Hepatitis B Epidemic Processes Simulation.
DSMP
Dmytro Chumachenko
2018 J jnl
Stochastic modelling of Cash Flow for Personal Insurance fund using the Cloud Data Storage.
Int. J. Comput.
Kseniia Bazilevych, Mary Mazorchuk, Yurii Parfeniuk, Viktoriia Dobriak, Ievgen Meniailov, Dmytro Chumachenko
2018 — conf
Web-Application Development for Tasks of Prediction in Medical Domain.
CSIT (1)
Mariia S. Mazorchuk, Viktoriia Dobriak, Dmytro Chumachenko