Nataliia Melnykova

According to our database, Nataliia Melnykova authored at least 28 papers between 2016 and 2023.

Collaborative distances:

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

2023

Investigating Methods of Searching for Key Frames in Video Flow with the Use of Neural Networks for Search Systems.

Natalya Shakhovska, Nataliia Melnykova, Petro Pobereiko, Maryana Zakharchuk

Int. J. Comput., 2023

Machine Learning Methods and Tools for Facial Recognition Based on Multimodal Approach.

Oleh Basystiuk, Nataliia Melnykova, Zoriana Rybchak

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

Classification of Patients with the Development of Alzheimer's Disease using an Ensemble of Machne Learning Models.

Mariia Nykoniuk, Nataliia Melnykova, Yurii Patereha, Dariusz Sala, Dariusz Cichon

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

Multimodal Medical Data Learning Approaches for Digital Healthcare.

Oleh Basystiuk, Nataliia Melnykova

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

Multimodal Learning Analytics: An Overview of the Data Collection Methodology.

Oleh Basystiuk, Nataliia Melnykova, Zoriana Rybchak

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2022

Multimodal Approaches for Natural Language Processing in Medical Data.

Oleh Basystiuk, Nataliia Melnykova

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

Feature Engineering and Missing Data Imputation Method of Medical Data Analysis.

Natalya Shakhovska, Nataliia Melnykova

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2021

The Hierarchical Classifier for COVID-19 Resistance Evaluation.

Nataliya Shakhovska, Ivan Izonin, Nataliia Melnykova

Data, 2021

Personalized Data Analysis Approach for Assessing Necessary Hospital Bed-Days Built on Condition Space and Hierarchical Predictor.

Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Kateryna Melnykova, Khrystyna Lishchuk-Yakymovych

Big Data Cogn. Comput., 2021

Anomalies Detecting in Medical Metrics Using Machine Learning Tools.

Nataliia Melnykova, Roman Kulievych, Yaroslav Vycluk, Kateryna Melnykova, Volodymyr Melnykov

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

A Novel Approach for the Automatic Detection of COVID in a Patient by Using a Categorization Methods.

Nataliia Melnykova

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 Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID'19.

Nataliia Melnykova, Natalya Shakhovska, Volodymyr Melnykov, Mykola Logoyda, Yulia Peleshchak

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

The Novel Approach to Modeling the Spread of Viral Infections.

Nataliya Shakhovska, Nataliia Melnykova, Volodymyr Melnykov, Vitaly Mahlovanyj, Nataliya Hrabovska

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

The Investigation of Artificial Intelligence Methods for Identifying States and Analyzing System Transitions Between States.

Nataliia Melnykova, Volodymyr Melnykov, Nataliya Shahovska, Natalia Lysa

Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

The Applying Processing Intelligence Methods for Classify Persons in Identify Personalized Medication Decisions.

Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Mariana Zakharchuk, Mykola Logoyda, Vitalii Mahlovanyi

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

Big Data analysis in development of personalized medical system.

Natalia Shakhovska, Solomia Fedushko, Michal Gregus, Nataliia Melnykova, Iryna Shvorob, Yuriy Syerov

Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Technologies of 3D-prototyping of Objects.

Natalia Lotoshynska, Anatoliy Kovalchuk, Ludmila Mayik, Volodymyr Mayik, Christine Strauss, Nataliia Melnykova

Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), 2019

Determination of Characteristics Discrete Transfiguration for Synthesized Raster Elements of Non-regular Structure.

Mykola Logoyda, Nataliia Melnykova, Bohdana Havrysh, Michal Gregus, Zdzislaw Szymanski

Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), 2019

The Special Ways for Processing Personalized Data During Voting in Elections.

Nataliia Melnykova, Mykola Buchyn, Solomiia Albota, Solomia Fedushko, Swietlana Kashuba

Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

Advisory and Accounting Tool for Safe and Economically Optimal Choice of Online Self-Education Services.

Solomiia Fedushko, Yuriy Syerov, Oleksandra Tesak, Oksana Onyshchuk, Nataliia Melnykova

Proceedings of the International Workshop on Conflict Management in Global Information Networks (CMiGIN 2019) co-located with 1st International Conference on Cyber Hygiene and Conflict Management in Global Information Networks (CyberConf 2019), 2019

Calculation of the Exact Value of the Fractal Dimension in the Time Series for the Box-Counting Method.

Roman Kaminskyi, Lesia I. Mochurad, Nataliya Shakhovska, Nataliya Melnykova

Proceedings of the 9th International Conference on Advanced Computer Information Technologies, 2019

2018

The Personalized Approach to the Processing and Analysis of Patients' Medical Data.

Nataliia Melnykova, Volodymyr Melnykov, Edgars Vasilevskis

Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

The Special Ways of Application of Neural Networks for Medical Information Processing.

Nataliia Melnykova, Pavlo Mukalov, Dmytro Kozii

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

The New Approaches of Heterogeneous Data Consolidation.

Nataliia Melnykova, Uliana Marikutsa, Yurii Kryvenchuk

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

Smart Integrated Robotics System for SMEs Controlled by Internet of Things Based on Dynamic Manufacturing Processes.

Yurii Kryvenchuk, Nataliya Shakhovska, Nataliia Melnykova, Roman Holoshchuk

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

2017

The basic approaches to automation of management by enterprise finances.

Nataliya Melnykova

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

Semantic Search Personalized Data as Special Method of Processing Medical Information.

Nataliia Melnykova

Proceedings of the Advances in Intelligent Systems and Computing, 2017

2016

Semantic approach to personalization of medical data.

Nataliya Melnykova, Oksana Markiv

Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016