| 2022 | KES | Software failure time series prediction with RBF, GRNN, and LSTM neural networks. | Vitaliy Yakovyna, Natalya Shakhovska |
| 2021 | DEXA | Feature Selection and Software Defect Prediction by Different Ensemble Classifiers. | Natalya Shakhovska, Vitaliy Yakovyna |
| 2021 | IDDM | Visualization of the Epidemics Forecasting Results. | Natalya Shakhovska, Ihor Darmoriz, Yaroslav Vyklyuk, Yurii Kryvenchuk, Pavlo Pukach |
| 2020 | DEXA | An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing. | Natalya Shakhovska, Vitaliy Yakovyna, Natalia Kryvinska |
| 2020 | IDDM | Retrospective Analysis by Multifactor Regression in the Evaluation of the Results of Fine-needle Aspiration Biopsy of Thyroid Nodules. | Askold Kucher, Oksana Boyko, Kateryna Ilkanych, Andriy Fechana, Natalya Shakhovska |
| 2020 | IDDM | The Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID'19. | Nataliia Melnykova, Natalya Shakhovska, Volodymyr Melnykov, Mykola Logoyda, Yulia Peleshchak |
| 2020 | IDDM | Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases. | Vitaliy Yakovyna, Natalya Shakhovska, Khrystyna Shakhovska, Jaime Campos |
| 2019 | CSIT | Information technology of Blockchain: database, smart contracts, architecture. | Volodymyr Kuchkovskiy, Natalya Shakhovska |
| 2017 | CSIT | Analyzing ways of building user profile based on web surf history. | Maksym Arzubov, Natalya Shakhovska, Piotr Lipinski |
| 2017 | CSIT | The method of big data processing. | Natalya Shakhovska |
| 2017 | CSIT | The Identification of the Operator's Systems Images Using the Method of the Phase Portrait. | Natalya Shakhovska, Lilia Nych, Roman Kaminskyi |
| 2016 | CSIT | The structure of information systems for environmental monitoring. | Natalya Shakhovska, Oleksii Shamuratov |
| 2015 | CSIT | The method for detecting plagiarism in a collection of documents. | Natalya Shakhovska, Iryna Shvorob |
| 2015 | CSIT | Data space architecture for Big Data managering. | Natalya Shakhovska, Oleh Veres, Yurii Bolubash, Liliana Bychkovska-Lipinska |