A look trough methods of intellectual data analysis and their applying in informational systems. - Nataliya Boyko (CSIT, 2016)

Prospects for Using Cloud Data Warehouses in Information Systems. - Nataliya Boyko; Nataliya Shakhovska (CSIT (2), 2018)

The Information Model of Cloud Data Warehouses. - Nataliya Shakhovska; Nataliya Boyko; Petro Pukach (CSIT, 2018)

Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library. - Nataliya Boyko; Oleg Basystiuk; Nataliya Shakhovska (DSMP, 2018)

Use of Neural Networks in Q-Learning Algorithm. - Nataliya Boyko; Volodymyr Korkishko; Bohdan Dohnyak; Olena Vovk (ISCIS, 2018)

Use of machine learning in the forecast of clinical consequences of cancer diseases. - Nataliya Boyko; Tetyana Sviridova; Nataliya Shakhovska (MECO, 2018)

Clustering Algorithms for Economic and Psychological Analysis of Human Behavior. - Nataliya Boyko; Hanna Komarnytska; Yurii Kryvenchuk; Yuriy Malynovskyy (CMiGIN, 2019)

Forecasting Stock Prices and Accounting for Stock Market on Multicore Computers. - Lesia I. Mochurad; Nataliya Boyko; Natalia Stanasiuk (CMiGIN, 2019)

System Of Restriction Access With The Help Of NodeMCU And RFID Module. - Nataliya Boyko; Volodymyr Solohub; Andrii Stasiuk (CSIT (1), 2019)

Advanced Technologies of Big Data Research in Distributed Information Systems. - Nataliia Kunanets; Ostap Vasiuta; Nataliya Boyko (CSIT (3), 2019)

Solving Systems of Nonlinear Equations on Multi-core Processors. - Lesia I. Mochurad; Nataliya Boyko (CSIT, 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 (CybHyg, 2019)

Cost-Effective Use of Mathematical Methods for the Organization and Management of Data in the Cloud. - Nataliya Boyko; Lesia I. Mochurad; Oksana Chervinska (CybHyg, 2019)

Usage of Machine-based Translation Methods for Analyzing Open Data in Legal Cases. - Nataliya Boyko; Lesia I. Mochurad; Uliana Parpan; Oleh Basystiuk (CybHyg, 2019)

Information System of Catering Selection by Using Clustering Analysis. - Nataliya Boyko; Khrystyna Shakhovska; Lesia I. Mochurad; Jaime Campos (DCSMart, 2019)

Big Data Processing Technologies in Distributed Information Systems. - Nataliya Shakhovska; Nataliya Boyko; Yevgen Zasoba; Eleonora Benova (EUSPN/ICTH, 2019)

Fractal Distribution of Medical Data in Neural Network. - Nataliya Boyko; Maxim Kuba; Lesia I. Mochurad; Sergio Montenegro 001 (IDDM, 2019)

Automated Document Analysis for Quick Personal Health Record Creation. - Nataliya Boyko; Olena Pylypiv; Yulia Peleshchak; Yurii Kryvenchuk; Jaime Campos (IDDM, 2019)

Synthesis Control System Physiological State of a Soldier on the Battlefield ". - Yurii Kryvenchuk; Ihor Helzynskyy; Tetiana Helzhynska; Nataliya Boyko; Roman Danel (IDDM, 2019)

Application of Artificial Intelligence Algorithms for Image Processing. - Nataliya Boyko; Andriy Bronetskyi; Nataliya Shakhovska (MoMLeT, 2019)

Parallelization of the Method of Simulated Annealing when Solving Multicriteria Optimization Problems. - Lesia I. Mochurad; Nataliya Boyko; Vasyl Sheketa (COAPSN, 2020)

Parallelization of the Process of Calculating the Optimal Route for a Strike Aircraft Flight. - Lesia I. Mochurad; Nataliya Boyko; Vasyl Sheketa (COAPSN, 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 (COLINS, 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 (COLINS, 2020)

Parallelization of the Simplex Method Based on the OpenMP Technology. - Lesia I. Mochurad; Nataliya Boyko; Nataliia Petryshyn; Myroslava Potokij; Mariia Yatskiv (COLINS, 2020)

Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data. - Nataliya Boyko; Karina Boksho (IDDM, 2020)

Technologies of Object Recognition in Space for Visually Impaired People. - Nataliya Boyko; Bohdan Mandych (IDDM, 2020)

Processing of Medical Different Types of Data Using Hadoop and Java MapReduce. - Nataliya Boyko; Nazar Tkachuk (IDDM, 2020)

Using recurrent neural network to noise absorption from audio files. - Nataliya Boyko; Anastasiia Hrynyshyn (CITRisk, 2021)

Application of semantic segmentation of clouds of points for preservation of cultural heritage. - Nataliya Boyko; Mariia Rizhko (CITRisk, 2021)

Application of Machine Algorithms for Classification and Formation of the Optimal Plan. - Nataliya Boyko; Rostyslav Hlynka (COLINS, 2021)

Comparison of Clustering Algorithms for Revenue and Cost Analysis. - Nataliya Boyko; Solomiya Hetman; Iryna Kots (COLINS, 2021)

Application of Genetic Algorithms for Optimization of Salesman's Tasks and Their Modeling by Sequential Selection. - Nataliya Boyko; Andriy Pytel (COLINS, 2021)

Analysis of Recommendation System Methods for Accuracy of Predicted Estimates. - Nataliya Boyko; Petro Telishevskyi; Beata Kushka (COLINS, 2021)

Histogram Filter for Robot Localization. - Nataliya Boyko; Yaroslav Hladun (CSIT (1), 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 (CSIT (1), 2021)

Analysis of Machine Learning Algorithms for Classification and Prediction of Heart Disease. - Nataliya Boyko; Iryna Dosiak (IDDM, 2021)

Application of Ensemble Methods of Strengthening in Search of Legal Information. - Nataliya Boyko; Khrystyna Kmetyk-Podubinska; Iryna Andrusiak (ISDMCI, 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 (IT&AS, 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 (IT&AS, 2021)

Comparative Analysis of Regression Regularization Methods for Life Expectancy Prediction. - Nataliya Boyko; Olena Moroz (MoMLeT+DS, 2021)

Human Operator Stress Assessment System. - Nataliya Boyko; Mariia Yatskiv (MoMLeT+DS, 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 (ProfIT AI, 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 Random Forest Algorithm as an Element of Statistical Learning for Disease Prediction. - Nataliya Boyko; Roman Omeliukh; Nataliia Duliaba (CITRisk, 2022)

Model of Finding Associative Rules in Inhomogeneous Data of Semantic Networks. - Nataliya Boyko; Vladyslav Mykhailyshyn (CMIS, 2022)

Model for Finding Frequent Sets in FP-growth for Multimodal Data. - Nataliya Boyko; Oleksandr Tkachyk (CMIS, 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 (COLINS, 2022)

Using Artificial Intelligence Algorithms in Advertising. - Nataliya Boyko; Yuliia Kholodetska (CSIT, 2022)

Methods of Searching for Associative Rules for Inhomogeneous Data in Semantic Networks. - Nataliya Boyko; Vladyslav Mykhailyshyn (IntelITSIS, 2022)

Frequency pattern growth algorithm (FP) for multimodal data extraction. - Nataliya Boyko; Oleksandr Tkachyk (IntelITSIS, 2022)

The Comprehensive Model of Using In-Depth Consolidated Multimodal Learning to Study Trading Strategies in the Securities Market. - Nataliya Boyko (ISDMCI, 2022)

Model of Estimation of Distribution Density for Large Statistical Datasets. - Nataliya Boyko; Yaroslav Rohan; Svitlana Honchar (MoMLeT+DS, 2022)

Comparison of Image Deraining Methods Using Deep Learning. - Nataliya Boyko; Levon Arutiunov (CSIT, 2023)

Methods of Organization and Navigation of Big Data in Multimedia Content. - Nataliya Boyko; Viktor Zhakhalov (CSIT, 2023)

Enhanced Classification Models for Heart Disease Prediction in Precision Medicine. - Nataliya Boyko; Iryna Dosiak (IDDM, 2023)

Categorizing False Information in News Content Using an Ensemble Machine Learning Model. - Nataliya Boyko; Oleksandra Dypko (SCIA, 2023)

Application of Adaptive and Multiplicative Models for Analysis and Forecasting of Time Series. - Nataliya Boyko (Int. J. Comput., 2023)

Research and Development of Image Processing Algorithms for Effective Recognition of Various Gestures in Real Time. - Nataliya Boyko; Petro Telishevskyi; Sotirios Argyroudis (SMARTINDUSTRY, 2024)

Intelligent systems for recognizing artistic styles: a deep learning approach. - Nataliya Boyko; Yaroslav Borys (MoDaST, 2025)