Nazar Melnyk

According to our database, Nazar Melnyk authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Neural Network Ensemble Method for Deepfake Classification Using Golden Frame Selection.

Khrystyna Lipianina-Honcharenko, Nazar Melnyk, Andriy Ivasechko, Mykola Telka, Oleg Illiashenko

Big Data Cogn. Comput., 2025

Knowledge engineering information technology for cultural-educational scenarios based on RAG.

Khrystyna Lipianina-Honcharenko, Nazar Melnyk, Myroslav Komar, Pavlo Bykovyy, Khrystyna Yurkiv

Proceedings of the 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI-2025), 2025

2024

Regression-based method for real-time solar power plant efficiency forecasting.

Myroslav Komar, Khrystyna Lipianina-Honcharenko, Valentyn Domanskyi, Nazar Melnyk

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

Evaluation of The Keyword Selection Methods Effectiveness for the Fake News Classification.

Khrystyna Lipianina-Honcharenko, Dmytro Lendiuk, Nazar Melnyk, Myroslav Komar, Taras Lendiuk

Proceedings of the Selected Papers of the XI International Scientific Conference "Information Technology and Implementation" (IT&I 2024). Conference Proceedings, 2024

Deepfake Detection Analysis Based on Video Face Analysis.

Oleh Pitsun, Nazar Melnyk, Khrystyna Lipianina-Honcharenko

Proceedings of the 2024 IEEE 19th International Conference on Computer Science and Information Technologies (CSIT), 2024

Comparison of ResNet, EfficientNet, and Xception architectures for deepfake detection.

Khrystyna Lipianina-Honcharenko, Mykola Telka, Nazar Melnyk

Proceedings of the 1st International Workshop on Advanced Applied Information Technologies with CEUR-WS, 2024