| 2026 | WFCS | TSN Delay and Jitter Prediction Using Machine Learning Regressors. | Adrian Albrecht, Vitaliy Yakovyna, Jonathan Ndop, Kedar Naik, Axel Sikora |
| 2024 | MOMM | Cross-Project Software Defect Prediction Using Ensemble Model with Individual Data Balancing and Feature Selection. | Vitaliy Yakovyna, Oleh Nesterchuk |
| 2023 | ICTERI | Quality Assessment and Assurance of Machine Learning Systems: A Comprehensive Approach. | Yurii Sholomii, Vitaliy Yakovyna |
| 2022 | KES | Software failure time series prediction with RBF, GRNN, and LSTM neural networks. | Vitaliy Yakovyna, Natalya Shakhovska |
| 2021 | CSIT | Aging of Native and Flutter Applications in Android OS in Various Usage Scenarios. | Vitaliy Yakovyna, Bohdan Uhrynovskyi |
| 2021 | DEXA | Feature Selection and Software Defect Prediction by Different Ensemble Classifiers. | Natalya Shakhovska, Vitaliy Yakovyna |
| 2021 | IDDM | Modules for Mental and Physical Health States Analysis based on User Text Input. | Artem Bashtovyi, Andriy Fechan, Vitaliy Yakovyna |
| 2021 | KES | Reliability assessment of CubeSat nanosatellites flight software by high-order Markov chains. | Vitaliy Yakovyna, Ivan Symets |
| 2020 | CSIT | The Relation between Software Development Methodologies and Factors Affecting Software Reliability. | Vitaliy Yakovyna, Maksym Seniv, Ivan Symets |
| 2020 | CSIT | User-Perceived Response Metrics in Android OS for Software Aging detection. | Vitaliy Yakovyna, Bohdan Uhrynovskyi |
| 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 | Computer Monitoring of Physical and Chemical Parameters of the Environment Using Computer Vision Systems: Problems and Prospects. | Yuriy Bashtyk, Jaime Campos, Andriy Fechan, Sviatoslav Konstantyniv, Vitaliy Yakovyna |
| 2020 | IDDM | Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases. | Vitaliy Yakovyna, Natalya Shakhovska, Khrystyna Shakhovska, Jaime Campos |
| 2019 | CSIT | Software Failures Forecasting by Holt - Winters, ARIMA and NNAR Methods. | Vitaliy Yakovyna, Bohdan Uhrynovskyi, Oleksandr Bachkai |
| 2018 | CSIT | Method of Reliability Block Diagram Visualization and Automated Construction of Technical System Operability Condition. | Yuriy Bobalo, Maksym Seniv, Vitaliy Yakovyna, Ivan Symets |
| 2018 | CSIT | Technique of Automated Construction of States and Transitions Graph for the Analysis of Technical Systems Reliability. | Yuriy Bobalo, Vitaliy Yakovyna, Maksym Seniv, Ivan Symets |
| 2017 | CSIT | Queueing networks for availability and safety assessment of the IoT data service. | Bogdan Y. Volochiy, Vitaliy Yakovyna, Oleksandr Mulyak |
| 2017 | ICTERI | Availability Model of Critical NPP I&C Systems with K-phase Erlang Distribution of Software Update. | Bogdan Y. Volochiy, Vitaliy Yakovyna, Oleksandr Mulyak, Vyacheslav S. Kharchenko |
| 2017 | ICTERI | Availability Model of Critical Nuclear Power Plant Instrumentation and Control System with Non-Exponential Software Update Distribution. | Bogdan Y. Volochiy, Vitaliy Yakovyna, Oleksandr Mulyak, Vyacheslav Kharchenko |
| 2016 | ICTERI | Availability Model of Critical NPP I&C Systems Considering Software Reliability Indices. | Bogdan Y. Volochiy, Vitaliy Yakovyna, Oleksandr Mulyak |
| 2015 | ICTERI | Discrete and Continuous Time High-Order Markov Models for Software Reliability Assessment. | Vitaliy Yakovyna, Oksana Nytrebych |