Nataliya Boyko

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 57

Top Topics

Trading Strategies

Multimodal Data

Machine Learning

Top Venues

Publications

Nataliya Boyko, Petro Telishevskyi, Sotirios Argyroudis
Research and Development of Image Processing Algorithms for Effective Recognition of Various Gestures in Real Time. SMARTINDUSTRY (2024)
Nataliya Boyko, Iryna Dosiak
Enhanced Classification Models for Heart Disease Prediction in Precision Medicine. IDDM (2023)
Nataliya Boyko, Levon Arutiunov
Comparison of Image Deraining Methods Using Deep Learning. CSIT (2023)
Nataliya Boyko, Viktor Zhakhalov
Methods of Organization and Navigation of Big Data in Multimedia Content. CSIT (2023)
Nataliya Boyko, Oleksandra Dypko
Categorizing False Information in News Content Using an Ensemble Machine Learning Model. SCIA (2023)
Nataliya Boyko
Application of Adaptive and Multiplicative Models for Analysis and Forecasting of Time Series. Int. J. Comput. 22 (2) (2023)
Nataliya Boyko, Yuliia Kholodetska
Using Artificial Intelligence Algorithms in Advertising. CSIT (2022)
Nataliya Boyko, Yaroslav Rohan, Svitlana Honchar
Model of Estimation of Distribution Density for Large Statistical Datasets. MoMLeT+DS (2022)
Nataliya Boyko, Vladyslav Mykhailyshyn
Model of Finding Associative Rules in Inhomogeneous Data of Semantic Networks. CMIS (2022)
Nataliya Boyko, Oleksandr Tkachyk
Model for Finding Frequent Sets in FP-growth for Multimodal Data. CMIS (2022)
Nataliya Boyko, Oleksandr Tkachyk
Frequency pattern growth algorithm (FP) for multimodal data extraction. IntelITSIS (2022)
Nataliya Boyko, Iryna Khomyshyn, Natalia Ortynska, Viktoria Terletska, Oksana Bilyk, Oleksandra Hasko
Analysis of the Application of Stochastic Gradient Descent to Detect Network Violations. COLINS (2022)
Nataliya Boyko, Vladyslav Mykhailyshyn
Methods of Searching for Associative Rules for Inhomogeneous Data in Semantic Networks. IntelITSIS (2022)
Nataliya Boyko, Roman Omeliukh, Nataliia Duliaba
The Random Forest Algorithm as an Element of Statistical Learning for Disease Prediction. CITRisk (2022)
Nataliya Boyko
The Comprehensive Model of Using In-Depth Consolidated Multimodal Learning to Study Trading Strategies in the Securities Market. ISDMCI (2022)
Nataliya Boyko, Olena Moroz
Comparative Analysis of Regression Regularization Methods for Life Expectancy Prediction. MoMLeT+DS (2021)
Nataliya Boyko, Petro Telishevskyi, Beata Kushka
Analysis of Recommendation System Methods for Accuracy of Predicted Estimates. COLINS (2021)
Nataliya Boyko, Yaroslav Hladun
Histogram Filter for Robot Localization. CSIT (1) (2021)
Nataliya Boyko, Khrystyna Kmetyk-Podubinska, Iryna Andrusiak
Application of Ensemble Methods of Strengthening in Search of Legal Information. ISDMCI (2021)
Nataliya Boyko, Anastasiia Hrynyshyn
Using recurrent neural network to noise absorption from audio files. CITRisk (2021)
Nataliya Boyko, Lyubov Zalizn, Anna Starukh, Yurii Kryvenchuk, Yuriy Malynovskyy
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. IT&AS (2021)
Nataliya Boyko, Andriy Pytel
Application of Genetic Algorithms for Optimization of Salesman's Tasks and Their Modeling by Sequential Selection. COLINS (2021)
Nataliya Boyko, Mariia Yatskiv
Human Operator Stress Assessment System. MoMLeT+DS (2021)
Nataliya Boyko, Andriy Pytel
Aspects of the Study of Genetic Algorithms and Mechanisms for their Optimization for the Travelling Salesman Problem. Int. J. Comput. 20 (4) (2021)
Nataliya Boyko, Solomiya Hetman, Iryna Kots
Comparison of Clustering Algorithms for Revenue and Cost Analysis. COLINS (2021)
Nataliya Boyko, Iryna Dosiak
Analysis of Machine Learning Algorithms for Classification and Prediction of Heart Disease. IDDM (2021)
Nataliya Boyko, Yaroslav Zhyhaylo
Comparison of Algorithms of Associative Rules Search Apriori and Fp-Growth for Investigation of Time Dependence of Their Execution on Database Parameters. CSIT (1) (2021)
Nataliya Boyko, Rostyslav Hlynka
Application of Machine Algorithms for Classification and Formation of the Optimal Plan. COLINS (2021)
Nataliya Boyko, Mariia Rizhko
Application of semantic segmentation of clouds of points for preservation of cultural heritage. CITRisk (2021)
Nataliya Boyko, Oksana Yurynets, Iryna Shevchuk, Yurii Kryvenchuk, Tetiana Helzhynska
Optimization of Algorithms for Selecting Urgent Factors That Affect the Cost of Legal Real Estate Lease. IT&AS (2021)
Lesia Mochurad, Nataliya Boyko, Maryana Bortnikova
Parallel Approach of the Algorithm of Finding the Optimal Solution of the Transport Problem by the Method of Potentials. COLINS (2020)
Nataliya Boyko, Bohdan Mandych
Technologies of Object Recognition in Space for Visually Impaired People. IDDM (2020)
Lesia Mochurad, Nataliya Boyko, Nataliia Petryshyn, Myroslava Potokij, Mariia Yatskiv
Parallelization of the Simplex Method Based on the OpenMP Technology. COLINS (2020)
Nataliya Boyko, Lesia Mochurad, Iryna Stetsiv, Yurii Kryvenchuk
Modeling of the Information System for Processing of a Large Distilled Data for the Investigation of Competitiveness of Enterprises. COLINS (2020)
Nataliya Boyko, Nazar Tkachuk
Processing of Medical Different Types of Data Using Hadoop and Java MapReduce. IDDM (2020)
Nataliya Boyko, Karina Boksho
Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data. IDDM (2020)
Lesia Mochurad, Nataliya Boyko, Vasyl Sheketa
Parallelization of the Method of Simulated Annealing when Solving Multicriteria Optimization Problems. COAPSN (2020)
Lesia Mochurad, Nataliya Boyko, Vasyl Sheketa
Parallelization of the Process of Calculating the Optimal Route for a Strike Aircraft Flight. COAPSN (2020)
Lesia Mochurad, Nataliya Boyko
Solving Systems of Nonlinear Equations on Multi-core Processors. CSIT (2019)
Nataliya Boyko, Lesia Mochurad, Uliana Parpan, Oleh Basystiuk
Usage of Machine-based Translation Methods for Analyzing Open Data in Legal Cases. CybHyg (2019)
Yurii Kryvenchuk, Ihor Helzynskyy, Tetiana Helzhynska, Nataliya Boyko, Roman Danel
Synthesis Control System Physiological State of a Soldier on the Battlefield ". IDDM (2019)
Nataliya Boyko, Lesia Mochurad, Iryna Andrusiak, Yurii Drevnytskyi
Organizational and Legal Aspects of Managing the Process of Recognition of Objects in the Image. CybHyg (2019)
Nataliya Boyko, Volodymyr Solohub, Andrii Stasiuk
System Of Restriction Access With The Help Of NodeMCU And RFID Module. CSIT (1) (2019)
Nataliya Boyko, Lesia Mochurad, Oksana Chervinska
Cost-Effective Use of Mathematical Methods for the Organization and Management of Data in the Cloud. CybHyg (2019)
Nataliya Boyko, Andriy Bronetskyi, Nataliya Shakhovska
Application of Artificial Intelligence Algorithms for Image Processing. MoMLeT (2019)
Nataliya Shakhovska, Nataliya Boyko, Yevgen Zasoba, Eleonora Benova
Big Data Processing Technologies in Distributed Information Systems. EUSPN/ICTH (2019)
Nataliya Boyko, Maxim Kuba, Lesia Mochurad, Sergio Montenegro
Fractal Distribution of Medical Data in Neural Network. IDDM (2019)
Lesia Mochurad, Nataliya Boyko, Natalia Stanasiuk
Forecasting Stock Prices and Accounting for Stock Market on Multicore Computers. CMiGIN (2019)
Nataliya Boyko, Olena Pylypiv, Yulia Peleshchak, Yurii Kryvenchuk, Jaime Campos
Automated Document Analysis for Quick Personal Health Record Creation. IDDM (2019)
Nataliya Boyko, Khrystyna Shakhovska, Lesia Mochurad, Jaime Campos
Information System of Catering Selection by Using Clustering Analysis. DCSMart (2019)
Nataliya Boyko, Hanna Komarnytska, Yurii Kryvenchuk, Yuriy Malynovskyy
Clustering Algorithms for Economic and Psychological Analysis of Human Behavior. CMiGIN (2019)
Nataliya Boyko, Volodymyr Korkishko, Bohdan Dohnyak, Olena Vovk
Use of Neural Networks in Q-Learning Algorithm. ISCIS (2018)
Nataliya Boyko, Tetyana Sviridova, Nataliya Shakhovska
Use of machine learning in the forecast of clinical consequences of cancer diseases. MECO (2018)
Nataliya Boyko, Nataliya Shakhovska
Prospects for Using Cloud Data Warehouses in Information Systems. CSIT (2) (2018)
Nataliya Shakhovska, Nataliya Boyko, Petro Pukach
The Information Model of Cloud Data Warehouses. CSIT (2018)
Nataliya Boyko, Oleg Basystiuk, Nataliya Shakhovska
Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library. DSMP (2018)
Nataliya Boyko
A look trough methods of intellectual data analysis and their applying in informational systems. CSIT (2016)