Viktoriia Hnatushenko

According to our database, Viktoriia Hnatushenko authored at least 12 papers between 2015 and 2025.

Collaborative distances:

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

2025

Research on environmental changes based on fractal characteristics of satellite images.

Viktoriia Hnatushenko, Anna Zhurba, Andrew Zimoglyad, Kateryna Ostrovska

Proceedings of the Modern Data Science Technologies Doctoral Consortium, 2025

Comparative analysis of activation functions in U-Net for binary water segmentation using Sentinel-2 imagery.

Pavlo Kundenko, Viktoriia Hnatushenko, Vladyslav Tsaryk, Iryna Dmytriieva

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

2024

Land Cover Mapping with Sentinel-2 Imagery Using Deep Learning Semantic Segmentation Models.

Victoriia Hnatushenko, Oleksandr Honcharov

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

Improving Satellite Imagery Recognition Performance with Initial Dataset Limitation by Augmenting Training Data.

Dmytro Soldatenko, Victoriia Hnatushenko

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 2, 2024

Development and Research of a Chatbot Using the Linguistic Core of Amazon Lex V2.

Victoriia Hnatushenko, Kateryna Ostrovska, Valerii Nosov

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2024

2022

Investigation of the Impact of Primary Data Processing on the Results of Neural Network Training for Satellite Imagery Recognition.

Dmytro Soldatenko, Victoriia Hnatushenko

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Prototyping Fully Decentralized Supply Chain Management Information System Using Blockchain.

Roman Sytnyk, Victoriia Hnatushenko, Volodymyr V. Hnatushenko

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

2021

Voxel Approach to the Shadow Formation Process in Image Analysis.

Volodymyr V. Hnatushenko, Victoriia Hnatushenko, Vita Kashtan, Oleksandr Reuta, Iryna Udovyk

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2020

Recognition of High Dimensional Multi-Sensor Remote Sensing Data of Various Spatial Resolution.

Volodymyr V. Hnatushenko, Victoriia Hnatushenko

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Mathematical Method for Processing SCADA Information and Diagnostic Flows.

Olena Syrotkina, Mykhailo Aleksieiev, Borys Moroz, Iryna Udovyk, Andrii Martynenko, Victoriia Hnatushenko

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

2017

NARX Neural Network for Prediction of Refresh Timeout in PIM-DM Multicast Routing.

Natalia Vladymyrska, Michal R. Wróbel, Janusz T. Starczewski, Victoriia Hnatushenko

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2015

Optimization model lifetime wireless sensor network.

Alexandr Mihalyov, Victoriia Hnatushenko, Vladimir V. Hnatushenko, Nataliia Vladimirska

Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015