Nataliia Melnykova

28 papers C 6Misc 5Journal 5Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysis and correcting pronunciation disorders based on artificial intelligence approach.
Frontiers Artif. Intell.
Nataliia Melnykova, Bohdan Pavlyk, Oleh Basystiuk, Stepan Skopivskyi
2024 J jnl
Multimodal Data Fusion for Depression Detection Approach.
Comput.
Mariia Nykoniuk, Oleh Basystiuk, Nataliya Shakhovska, Nataliia Melnykova
2023 C conf
Classification of Patients with the Development of Alzheimer's Disease using an Ensemble of Machne Learning Models.
IDDM
Mariia Nykoniuk, Nataliia Melnykova, Yurii Patereha, Dariusz Sala, Dariusz Cichon
2023 J jnl
Investigating Methods of Searching for Key Frames in Video Flow with the Use of Neural Networks for Search Systems.
Int. J. Comput.
Natalya Shakhovska, Nataliia Melnykova, Petro Pobereiko, Maryana Zakharchuk
2023 — conf
Machine Learning Methods and Tools for Facial Recognition Based on Multimodal Approach.
MoMLeT+DS
Oleh Basystiuk, Nataliia Melnykova, Zoriana Rybchak
2023 Misc conf
Multimodal Learning Analytics: An Overview of the Data Collection Methodology.
CSIT
Oleh Basystiuk, Nataliia Melnykova, Zoriana Rybchak
2023 C conf
Multimodal Medical Data Learning Approaches for Digital Healthcare.
IDDM
Oleh Basystiuk, Nataliia Melnykova
2022 — conf
Feature Engineering and Missing Data Imputation Method of Medical Data Analysis.
CMIS
Natalya Shakhovska, Nataliia Melnykova
2022 C conf
Multimodal Approaches for Natural Language Processing in Medical Data.
IDDM
Oleh Basystiuk, Nataliia Melnykova
2021 — conf
A Novel Approach for the Automatic Detection of COVID in a Patient by Using a Categorization Methods.
EUSPN/ICTH
Nataliia Melnykova
2021 — conf
Anomalies Detecting in Medical Metrics Using Machine Learning Tools.
EUSPN/ICTH
Nataliia Melnykova, Roman Kulievych, Yaroslav Vycluk, Kateryna Melnykova, Volodymyr Melnykov
2021 J jnl
Personalized Data Analysis Approach for Assessing Necessary Hospital Bed-Days Built on Condition Space and Hierarchical Predictor.
Big Data Cogn. Comput.
Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Kateryna Melnykova, Khrystyna Lishchuk-Yakymovych
2021 J jnl
The Hierarchical Classifier for COVID-19 Resistance Evaluation.
Data
Nataliya Shakhovska, Ivan Izonin, Nataliia Melnykova
2020 C ed.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19 - 21, 2020.
IDDM
Nataliya Shakhovska, Jaime Campos, Nataliia Melnykova, Ivan Izonin
2020 — conf
The Applying Processing Intelligence Methods for Classify Persons in Identify Personalized Medication Decisions.
ACIT
Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Mariana Zakharchuk, Mykola Logoyda, Vitalii Mahlovanyi
2020 — conf
The Investigation of Artificial Intelligence Methods for Identifying States and Analyzing System Transitions Between States.
CSIT (1)
Nataliia Melnykova, Volodymyr Melnykov, Nataliya Shahovska, Natalia Lysa
2020 Misc conf
The Novel Approach to Modeling the Spread of Viral Infections.
CSIT
Nataliya Shakhovska, Nataliia Melnykova, Volodymyr Melnykov, Vitaly Mahlovanyj, Nataliya Hrabovska
2020 C conf
The Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID'19.
IDDM
Nataliia Melnykova, Natalya Shakhovska, Volodymyr Melnykov, Mykola Logoyda, Yulia Peleshchak
2019 — conf
Advisory and Accounting Tool for Safe and Economically Optimal Choice of Online Self-Education Services.
CMiGIN
Solomiia Fedushko, Yuriy Syerov, Oleksandra Tesak, Oksana Onyshchuk, Nataliia Melnykova
2019 — conf
Big Data analysis in development of personalized medical system.
EUSPN/ICTH
Natalia Shakhovska, Solomia Fedushko, Michal Gregus, Nataliia Melnykova, Iryna Shvorob, Yuriy Syerov
2019 — conf
Determination of Characteristics Discrete Transfiguration for Synthesized Raster Elements of Non-regular Structure.
DCSMart
Mykola Logoyda, Nataliia Melnykova, Bohdana Havrysh, Michal Gregus, Zdzislaw Szymanski
2019 — conf
Technologies of 3D-prototyping of Objects.
DCSMart
Natalia Lotoshynska, Anatoliy Kovalchuk, Ludmila Mayik, Volodymyr Mayik, Christine Strauss, Nataliia Melnykova
2019 Misc conf
The Special Ways for Processing Personalized Data During Voting in Elections.
CSIT
Nataliia Melnykova, Mykola Buchyn, Solomiia Albota, Solomia Fedushko, Swietlana Kashuba
2018 Misc conf
Smart Integrated Robotics System for SMEs Controlled by Internet of Things Based on Dynamic Manufacturing Processes.
CSIT
Yurii Kryvenchuk, Nataliya Shakhovska, Nataliia Melnykova, Roman Holoshchuk
2018 — conf
The New Approaches of Heterogeneous Data Consolidation.
CSIT (1)
Nataliia Melnykova, Uliana Marikutsa, Yurii Kryvenchuk
2018 C conf
The Personalized Approach to the Processing and Analysis of Patients' Medical Data.
IDDM
Nataliia Melnykova, Volodymyr Melnykov, Edgars Vasilevskis
2018 — conf
The Special Ways of Application of Neural Networks for Medical Information Processing.
CSIT (1)
Nataliia Melnykova, Pavlo Mukalov, Dmytro Kozii
2017 Misc conf
Semantic Search Personalized Data as Special Method of Processing Medical Information.
CSIT
Nataliia Melnykova