| 2023 | CSIT | Comparison of Image Deraining Methods Using Deep Learning. | Nataliya Boyko, Levon Arutiunov |
| 2023 | CSIT | Methods of Organization and Navigation of Big Data in Multimedia Content. | Nataliya Boyko, Viktor Zhakhalov |
| 2023 | IDDM | Enhanced Classification Models for Heart Disease Prediction in Precision Medicine. | Nataliya Boyko, Iryna Dosiak |
| 2022 | CSIT | Using Artificial Intelligence Algorithms in Advertising. | Nataliya Boyko, Yuliia Kholodetska |
| 2021 | CSIT | Histogram Filter for Robot Localization. | Nataliya Boyko, Yaroslav Hladun |
| 2021 | CSIT | 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 |
| 2021 | IDDM | Analysis of Machine Learning Algorithms for Classification and Prediction of Heart Disease. | Nataliya Boyko, Iryna Dosiak |
| 2020 | IDDM | Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data. | Nataliya Boyko, Karina Boksho |
| 2020 | IDDM | Technologies of Object Recognition in Space for Visually Impaired People. | Nataliya Boyko, Bohdan Mandych |
| 2020 | IDDM | Processing of Medical Different Types of Data Using Hadoop and Java MapReduce. | Nataliya Boyko, Nazar Tkachuk |
| 2019 | CSIT | System Of Restriction Access With The Help Of NodeMCU And RFID Module. | Nataliya Boyko, Volodymyr Solohub, Andrii Stasiuk |
| 2019 | CSIT | Advanced Technologies of Big Data Research in Distributed Information Systems. | Nataliia Kunanets, Ostap Vasiuta, Nataliya Boyko |
| 2019 | CSIT | Solving Systems of Nonlinear Equations on Multi-core Processors. | Lesia I. Mochurad, Nataliya Boyko |
| 2019 | EUSPN | Big Data Processing Technologies in Distributed Information Systems. | Nataliya Shakhovska, Nataliya Boyko, Yevgen Zasoba, Eleonora Benova |
| 2019 | IDDM | Fractal Distribution of Medical Data in Neural Network. | Nataliya Boyko, Maxim Kuba, Lesia I. Mochurad, Sergio Montenegro |
| 2019 | IDDM | Automated Document Analysis for Quick Personal Health Record Creation. | Nataliya Boyko, Olena Pylypiv, Yulia Peleshchak, Yurii Kryvenchuk, Jaime Campos |
| 2019 | IDDM | Synthesis Control System Physiological State of a Soldier on the Battlefield ". | Yurii Kryvenchuk, Ihor Helzynskyy, Tetiana Helzhynska, Nataliya Boyko, Roman Danel |
| 2018 | CSIT | Prospects for Using Cloud Data Warehouses in Information Systems. | Nataliya Boyko, Nataliya Shakhovska |
| 2018 | CSIT | The Information Model of Cloud Data Warehouses. | Nataliya Shakhovska, Nataliya Boyko, Petro Pukach |
| 2016 | CSIT | A look trough methods of intellectual data analysis and their applying in informational systems. | Nataliya Boyko |