Grygorii Diachenko

According to our database, Grygorii Diachenko authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

A Comprehensive Survey of Retrieval-Augmented Large Language Models for Decision Making in Agriculture: Unsolved Problems and Research Opportunities.

Artem Vizniuk, Grygorii Diachenko, Ivan Laktionov, Agnieszka Siwocha, Min Xiao, Jacek Smolag

J. Artif. Intell. Soft Comput. Res., 2025

A Decision Support System for Wheat Powdery Mildew Risk Prediction Using Weather Monitoring, Machine Learning and Explainable Artificial Intelligence.

Grygorii Diachenko, Ivan Laktionov, Oleksandr Vinyukov, Hanna Likhushyna

Comput. Electron. Agric., 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

Feature knowledge distillation using group convolutions for efficient plant pest recognition.

Kostiantyn Khabarlak, Ivan Laktionov, Grygorii Diachenko

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

A computerized method for predicting the risk of powdery mildew in wheat based on software analysis of soil and climatic monitoring data.

Grygorii Diachenko, Ivan Laktionov, Dmytro Moroz, Maryna Derzhevetska, Sergii Semenov

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

2023

An Explainable AI Approach to Agrotechnical Monitoring and Crop Diseases Prediction in Dnipro Region of Ukraine.

Ivan Laktionov, Grygorii Diachenko, Danuta Rutkowska, Marek Kisiel-Dorohinicki

J. Artif. Intell. Soft Comput. Res., October, 2023

2022

Mathematical Model and Method for Diagnosing the Operability of Information and Control Systems.

Olena Syrotkina, Ziad Kobti, Mykhailo Aleksieiev, Borys Moroz, Iryna Udovyk, Grygorii Diachenko

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022