Nataliya Boyko

According to our database, Nataliya Boyko authored at least 59 papers between 2016 and 2024.

Collaborative distances:

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

2024

Research and Development of Image Processing Algorithms for Effective Recognition of Various Gestures in Real Time.

Nataliya Boyko, Petro Telishevskyi, Sotirios Argyroudis

Proceedings of the 1st International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2024), 2024

2023

Application of Adaptive and Multiplicative Models for Analysis and Forecasting of Time Series.

Nataliya Boyko

Int. J. Comput., 2023

Categorizing False Information in News Content Using an Ensemble Machine Learning Model.

Nataliya Boyko, Oleksandra Dypko

Proceedings of the 2nd International Workshop on Social Communication and Information Activity in Digital Humanities (SCIA 2023), 2023

Enhanced Classification Models for Heart Disease Prediction in Precision Medicine.

Nataliya Boyko, Iryna Dosiak

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

Methods of Organization and Navigation of Big Data in Multimedia Content.

Nataliya Boyko, Viktor Zhakhalov

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

Comparison of Image Deraining Methods Using Deep Learning.

Nataliya Boyko, Levon Arutiunov

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

2022

Model of Estimation of Distribution Density for Large Statistical Datasets.

Nataliya Boyko, Yaroslav Rohan, Svitlana Honchar

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022

The Comprehensive Model of Using In-Depth Consolidated Multimodal Learning to Study Trading Strategies in the Securities Market.

Nataliya Boyko

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Frequency pattern growth algorithm (FP) for multimodal data extraction.

Nataliya Boyko, Oleksandr Tkachyk

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

Methods of Searching for Associative Rules for Inhomogeneous Data in Semantic Networks.

Nataliya Boyko, Vladyslav Mykhailyshyn

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

Using Artificial Intelligence Algorithms in Advertising.

Nataliya Boyko, Yuliia Kholodetska

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Analysis of the Application of Stochastic Gradient Descent to Detect Network Violations.

Nataliya Boyko, Iryna Khomyshyn, Natalia Ortynska, Viktoria Terletska, Oksana Bilyk, Oleksandra Hasko

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

Model for Finding Frequent Sets in FP-growth for Multimodal Data.

Nataliya Boyko, Oleksandr Tkachyk

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

Model of Finding Associative Rules in Inhomogeneous Data of Semantic Networks.

Nataliya Boyko, Vladyslav Mykhailyshyn

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

The Random Forest Algorithm as an Element of Statistical Learning for Disease Prediction.

Nataliya Boyko, Roman Omeliukh, Nataliia Duliaba

Proceedings of the 3rd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2022) co-located with XXII International scientific and technical conference on Information Technologies in Education and Management (ІТЕМ 2022), 2022

2021

Aspects of the Study of Genetic Algorithms and Mechanisms for their Optimization for the Travelling Salesman Problem.

Nataliya Boyko, Andriy Pytel

Int. J. Comput., 2021

The Use of Information and Communication Technologies as a Means of Analyzing Public Interest in Historical Events in Wikipedia Regarding Documenting the Social and Cultural Sphere.

Tetiana Bilushchak, Viktoriia Dobrovolska, Iryna Ivanochko, Nataliya Boyko

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

Human Operator Stress Assessment System.

Nataliya Boyko, Mariia Yatskiv

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

Comparative Analysis of Regression Regularization Methods for Life Expectancy Prediction.

Nataliya Boyko, Olena Moroz

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

Methods of Solving the Problems of the Seller in Order to Find the Optimal Solution for Economic and Legal Problems on the Internet for Export-Oriented Products.

Nataliya Boyko, Lyubov Zalizn, Anna Starukh, Yurii Kryvenchuk, Yuriy Malynovskyy

Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

Optimization of Algorithms for Selecting Urgent Factors That Affect the Cost of Legal Real Estate Lease.

Nataliya Boyko, Oksana Yurynets, Iryna Shevchuk, Yurii Kryvenchuk, Tetiana Helzhynska

Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

Application of Ensemble Methods of Strengthening in Search of Legal Information.

Nataliya Boyko, Khrystyna Kmetyk-Podubinska, Iryna Andrusiak

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Analysis of Machine Learning Algorithms for Classification and Prediction of Heart Disease.

Nataliya Boyko, Iryna Dosiak

Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

Comparison of Algorithms of Associative Rules Search Apriori and Fp-Growth for Investigation of Time Dependence of Their Execution on Database Parameters.

Nataliya Boyko, Yaroslav Zhyhaylo

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

Histogram Filter for Robot Localization.

Nataliya Boyko, Yaroslav Hladun

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

Analysis of Recommendation System Methods for Accuracy of Predicted Estimates.

Nataliya Boyko, Petro Telishevskyi, Beata Kushka

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

Application of Genetic Algorithms for Optimization of Salesman's Tasks and Their Modeling by Sequential Selection.

Nataliya Boyko, Andriy Pytel

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

Comparison of Clustering Algorithms for Revenue and Cost Analysis.

Nataliya Boyko, Solomiya Hetman, Iryna Kots

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

Application of Machine Algorithms for Classification and Formation of the Optimal Plan.

Nataliya Boyko, Rostyslav Hlynka

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

Application of semantic segmentation of clouds of points for preservation of cultural heritage.

Nataliya Boyko, Mariia Rizhko

Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021

Using recurrent neural network to noise absorption from audio files.

Nataliya Boyko, Anastasiia Hrynyshyn

Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021

2020

Processing of Medical Different Types of Data Using Hadoop and Java MapReduce.

Nataliya Boyko, Nazar Tkachuk

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

Technologies of Object Recognition in Space for Visually Impaired People.

Nataliya Boyko, Bohdan Mandych

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

Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data.

Nataliya Boyko, Karina Boksho

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

Parallelization of the Simplex Method Based on the OpenMP Technology.

Lesia I. Mochurad, Nataliya Boyko, Nataliia Petryshyn, Myroslava Potokij, Mariia Yatskiv

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Parallel Approach of the Algorithm of Finding the Optimal Solution of the Transport Problem by the Method of Potentials.

Lesia I. Mochurad, Nataliya Boyko, Maryana Bortnikova

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Modeling of the Information System for Processing of a Large Distilled Data for the Investigation of Competitiveness of Enterprises.

Nataliya Boyko, Lesia I. Mochurad, Iryna Stetsiv, Yurii Kryvenchuk

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Parallelization of the Process of Calculating the Optimal Route for a Strike Aircraft Flight.

Lesia I. Mochurad, Nataliya Boyko, Vasyl Sheketa

Proceedings of the 2nd International Workshop on Control, 2020

Parallelization of the Method of Simulated Annealing when Solving Multicriteria Optimization Problems.

Lesia I. Mochurad, Nataliya Boyko, Vasyl Sheketa

Proceedings of the 2nd International Workshop on Control, 2020

2019

Application of Artificial Intelligence Algorithms for Image Processing.

Nataliya Boyko, Andriy Bronetskyi, Nataliya Shakhovska

Proceedings of the Modern Machine Learning Technologies, 2019

Synthesis Control System Physiological State of a Soldier on the Battlefield ".

Yurii Kryvenchuk, Ihor Helzynskyy, Tetiana Helzhynska, Nataliya Boyko, Roman Danel

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Automated Document Analysis for Quick Personal Health Record Creation.

Nataliya Boyko, Olena Pylypiv, Yulia Peleshchak, Yurii Kryvenchuk, Jaime Campos

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Fractal Distribution of Medical Data in Neural Network.

Nataliya Boyko, Maxim Kuba, Lesia I. Mochurad, Sergio Montenegro

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Big Data Processing Technologies in Distributed Information Systems.

Nataliya Shakhovska, Nataliya Boyko, Yevgen Zasoba, Eleonora Benova

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

Information System of Catering Selection by Using Clustering Analysis.

Nataliya Boyko, Khrystyna Shakhovska, Lesia I. Mochurad, Jaime Campos

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

Usage of Machine-based Translation Methods for Analyzing Open Data in Legal Cases.

Nataliya Boyko, Lesia I. Mochurad, Uliana Parpan, Oleh Basystiuk

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

Cost-Effective Use of Mathematical Methods for the Organization and Management of Data in the Cloud.

Nataliya Boyko, Lesia I. Mochurad, Oksana Chervinska

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

Organizational and Legal Aspects of Managing the Process of Recognition of Objects in the Image.

Nataliya Boyko, Lesia I. Mochurad, Iryna Andrusiak, Yurii Drevnytskyi

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

Solving Systems of Nonlinear Equations on Multi-core Processors.

Lesia I. Mochurad, Nataliya Boyko

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

Advanced Technologies of Big Data Research in Distributed Information Systems.

Nataliia Kunanets, Ostap Vasiuta, Nataliya Boyko

Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

System Of Restriction Access With The Help Of NodeMCU And RFID Module.

Nataliya Boyko, Volodymyr Solohub, Andrii Stasiuk

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Forecasting Stock Prices and Accounting for Stock Market on Multicore Computers.

Lesia I. Mochurad, Nataliya Boyko, Natalia Stanasiuk

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

Clustering Algorithms for Economic and Psychological Analysis of Human Behavior.

Nataliya Boyko, Hanna Komarnytska, Yurii Kryvenchuk, Yuriy Malynovskyy

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

2018

Use of machine learning in the forecast of clinical consequences of cancer diseases.

Nataliya Boyko, Tetyana Sviridova, Nataliya Shakhovska

Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Use of Neural Networks in Q-Learning Algorithm.

Nataliya Boyko, Volodymyr Korkishko, Bohdan Dohnyak, Olena Vovk

Proceedings of the Computer and Information Sciences - 32nd International Symposium, 2018

Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library.

Nataliya Boyko, Oleg Basystiuk, Nataliya Shakhovska

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

The Information Model of Cloud Data Warehouses.

Nataliya Shakhovska, Nataliya Boyko, Petro Pukach

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

Prospects for Using Cloud Data Warehouses in Information Systems.

Nataliya Boyko, Nataliya Shakhovska

Proceedings of the 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), 2018

2016

A look trough methods of intellectual data analysis and their applying in informational systems.

Nataliya Boyko

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