Nataliia Golian

According to our database, Nataliia Golian authored at least 6 papers between 2013 and 2026.

Collaborative distances:

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

2026

Robustness Limits of Claim-Only Fact Verification: A Controlled Comparison of Classical, Neural, and Transformer Models.

Daniil Suvorov, Iryna Afanasieva, Kostiantyn Onyshchenko, Nataliia Golian, Vira Golian

Proceedings of the 14th International Conference on Advances in Information Technology, 2026

2025

Binary data compression using combinations of entropy and dictionary encoding algorithms.

Oleksii Turuta, Nataliia Golian, Vira Golian, Iryna Afanasieva, Kostiantyn Onyshchenko, Sviatoslav Mychka

Proceedings of the Intelligent Systems Workshop at 9th International Conference on Computational Linguistics and Intelligent Systems, 2025

2024

Audio processing methods for speech emotion recognition using machine learning.

Oleksii Turuta, Iryna Afanasieva, Nataliia Golian, Vira Golian, Kostiantyn Onyshchenko, Daniil Suvorov

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

2023

Application of Neural Networks to Identify of Fake News.

Iryna Afanasieva, Nataliia Golian, Vira Golian, Artem Khovrat, Kostiantyn Onyshchenko

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume II: Computational Linguistics Workshop, 2023

2021

Investigation of the Deep Learning Approaches to Classify Emotions in Texts.

Dmytro Nazarenko, Iryna Afanasieva, Nataliia Golian, Vira Golian

Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

2013

Implementation of search mechanism for implicit dependences in process mining.

Olga Kalynychenko, Sergii Chalyi, Yevgeniy V. Bodyanskiy, Vira Golian, Nataliia Golian

Proceedings of the IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2013