Nataliia Melnykova

Orcid: 0000-0002-2114-3436

According to our database1, Nataliia Melnykova authored at least 28 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Investigating Methods of Searching for Key Frames in Video Flow with the Use of Neural Networks for Search Systems.
Int. J. Comput., 2023

Machine Learning Methods and Tools for Facial Recognition Based on Multimodal Approach.
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.
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Multimodal Medical Data Learning Approaches for Digital Healthcare.
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Multimodal Learning Analytics: An Overview of the Data Collection Methodology.
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2022
Multimodal Approaches for Natural Language Processing in Medical Data.
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.
Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2021
The Hierarchical Classifier for COVID-19 Resistance Evaluation.
Data, 2021

Personalized Data Analysis Approach for Assessing Necessary Hospital Bed-Days Built on Condition Space and Hierarchical Predictor.
Big Data Cogn. Comput., 2021

Anomalies Detecting in Medical Metrics Using Machine Learning Tools.
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.
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.
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.
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.
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.
Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019
Big Data analysis in development of personalized medical system.
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.
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.
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.
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.
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.
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.
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.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

The New Approaches of Heterogeneous Data Consolidation.
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.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

2017
The basic approaches to automation of management by enterprise finances.
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.
Proceedings of the Advances in Intelligent Systems and Computing, 2017

2016
Semantic approach to personalization of medical data.
Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016


  Loading...