Vita Kashtan

According to our database, Vita Kashtan authored at least 13 papers between 2019 and 2025.

Collaborative distances:

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

2025

A hybrid neural network architecture for semantic-contextual analysis of emotions in social media.

Vita Kashtan, Volodymyr V. Hnatushenko, Maksym Ovcharenko, Artem Ivanko

Proceedings of the Modern Data Science Technologies Doctoral Consortium, 2025

Information technology for detecting cars on aerial imaging using a modified YOLO-OBB architecture.

Volodymyr V. Hnatushenko, Vita Kashtan, Oleksii Kazymyrenko

Proceedings of the Modern Data Science Technologies Doctoral Consortium, 2025

Aircraft detection in aerial imagery based on YOLO architectures.

Vita Kashtan, Yevhen Radionov, Volodymyr V. Hnatushenko

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

Hybrid quantum CNN-based information technology for building semantic segmentation in aerial imagery.

Vita Kashtan, Volodymyr V. Hnatushenko, Dmytro Babets, Krzysztof A. Cyran, Kamil Wereszczynski

Proceedings of the PhD Workshop on Artificial Intelligence in Computer Science at 9th International Conference on Computational Linguistics and Intelligent Systems, 2025

Deep learning-based segmentation of multi-temporal satellite imagery for flood detection.

Vita Kashtan, Volodymyr V. Hnatushenko

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

2024

A comprehensive review of recent approaches and Hardware-Software technologies for digitalisation and intellectualisation of Open-Field crop Production: Ukrainian case study in the global context.

Ivan Laktionov, Grygorii Diachenko, Vita Kashtan, Artem Vizniuk, Vyacheslav Gorev, Kostiantyn Khabarlak, Yana I. Shedlovska

Comput. Electron. Agric., 2024

An Improved Approach to Prediction of Maize Disease Occurrence Based on Weather Monitoring and Machine Learning: Case of the Forest-Steppe and Northern Steppe of Ukraine.

Grigorii Diachenko, Ivan Laktionov, Artem Vizniuk, Vyacheslav Gorev, Vita Kashtan, Kostiantyn Khabarlak, Yana I. Shedlovska

Balt. J. Mod. Comput., 2024

Geoinformation Technology for Modeling and Mapping Flooding Territory in the Event of the Dnipro Hydroelectric Power Station Dam Failure.

Vita Kashtan, Denys Ivanov, Volodymyr V. Hnatushenko

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 1, 2024

Methodology for calculating the geological structure complexity index using remote sensing data to improve the efficiency of machine learning.

Volodymyr V. Hnatushenko, Serhii Nikulin, Vita Kashtan, Olga Korobko

Proceedings of the 12th International Conference Information Control Systems & Technologies (ICST 2024), 2024

2022

Deep Learning Technology for Automatic Burned Area Extraction Using Satellite High Spatial Resolution Images.

Vita Kashtan, Volodymyr V. Hnatushenko

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

A Wavelet and HSV Pansharpening Technology of High Resolution Satellite Images.

Vita Kashtan, Volodymyr V. Hnatushenko

Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020

2019

Computer Technology of High Resolution Satellite Image Processing Based on Packet Wavelet Transform.

Vita Kashtan, Volodymyr V. Hnatushenko

Proceedings of the International Workshop on Conflict Management in Global Information Networks (CMiGIN 2019) co-located with 1st International Conference on Cyber Hygiene and Conflict Management in Global Information Networks (CyberConf 2019), 2019