Ivan Laktionov

17 papers A 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Survey of Retrieval-Augmented Large Language Models for Decision Making in Agriculture: Unsolved Problems and Research Opportunities.
J. Artif. Intell. Soft Comput. Res.
Artem Vizniuk, Grygorii Diachenko, Ivan Laktionov, Agnieszka Siwocha, Min Xiao, Jacek Smolag
2025 J jnl
A Decision Support System for Wheat Powdery Mildew Risk Prediction Using Weather Monitoring, Machine Learning and Explainable Artificial Intelligence.
Comput. Electron. Agric.
Grygorii Diachenko, Ivan Laktionov, Oleksandr Vinyukov, Hanna Likhushyna
2025 J jnl
Predictive Mathematical and Computer Model for Determining Harmful Effects of Dust Pollution on the Environment and Workers.
Balt. J. Mod. Comput.
Yevhenii Lashko, Serhii Sukach, Ivan Laktionov, Olha Chencheva
2025 — conf
Smartphone Tomato Growth Monitoring Using YOLO12 Neural Network.
ACIT
Kostiantyn Khabarlak, Ivan Laktionov, Iryna Udovyk, Grygorii Diachenko
2024 J jnl
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.
Comput. Electron. Agric.
Ivan Laktionov, Grygorii Diachenko, Vita Kashtan, Artem Vizniuk, Vyacheslav Gorev, Kostiantyn Khabarlak, Yana I. Shedlovska
2024 — conf
A computerized method for predicting the risk of powdery mildew in wheat based on software analysis of soil and climatic monitoring data.
AdvAIT
Grygorii Diachenko, Ivan Laktionov, Dmytro Moroz, Maryna Derzhevetska, Sergii Semenov
2024 J jnl
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.
Balt. J. Mod. Comput.
Grigorii Diachenko, Ivan Laktionov, Artem Vizniuk, Vyacheslav Gorev, Vita Kashtan, Kostiantyn Khabarlak, Yana I. Shedlovska
2024 J jnl
An optimized approach to hourly temperature and humidity setpoint generation for reducing tomato disease and saving power cost in greenhouses.
Comput. Electron. Agric.
Hui Wang, Ivan Laktionov, Francisco Rodríguez Díaz, Jorge Antonio Sánchez-Molina, Ming Li
2024 A conf
Feature knowledge distillation using group convolutions for efficient plant pest recognition.
ICST
Kostiantyn Khabarlak, Ivan Laktionov, Grygorii Diachenko
2024 J jnl
Mathematical and Computer Simulation of the Process of Movement of Respirable Dust Particles in the Working Area.
Balt. J. Mod. Comput.
Yevhenii Lashko, Olha Chencheva, Ivan Laktionov, Dmytro Rieznik, Nadia Halchenko
2024 — conf
Researching ML Algorithms for Predicting FHB in Corn: A Case Study in Dnipro Region of Ukraine.
ICAISC (1)
Ivan Laktionov, Artem Vizniuk, Grygorii Diachenko
2023 J jnl
A New Approach to Image-Based Recommender Systems with the Application of Heatmaps Maps.
J. Artif. Intell. Soft Comput. Res.
Piotr Woldan, Piotr Duda, Andrzej Cader, Ivan Laktionov
2023 J jnl
A novel approach to intelligent monitoring of gas composition and light mode of greenhouse crop growing zone on the basis of fuzzy modelling and human-in-the-loop techniques.
Eng. Appl. Artif. Intell.
Ivan Laktionov, Leszek Rutkowski, Oleksandr Vovna, Aleksander Byrski, Maryna Kabanets
2023 J jnl
An Explainable AI Approach to Agrotechnical Monitoring and Crop Diseases Prediction in Dnipro Region of Ukraine.
J. Artif. Intell. Soft Comput. Res.
Ivan Laktionov, Grygorii Diachenko, Danuta Rutkowska, Marek Kisiel-Dorohinicki
2023 J jnl
Computer-Oriented Model for Network Aggregation of Measurement Data in IoT Monitoring of Soil and Climatic Parameters of Agricultural Crop Production Enterprises.
Balt. J. Mod. Comput.
Ivan Laktionov, Grigorii Diachenko, Valerii Koval, Mykhailo Yevstratiev
2023 J jnl
Computer-oriented Method of Adaptive Monitoring and Control of Temperature and Humidity Mode of Greenhouse Production.
Balt. J. Mod. Comput.
Ivan Laktionov, Oleksandr Vovna, Maryna Kabanets
2023 J jnl
Information Technology for Comprehensive Monitoring and Control of the Microclimate in Industrial Greenhouses Based on Fuzzy Logic.
J. Artif. Intell. Soft Comput. Res.
Ivan Laktionov, Oleksandr Vovna, Maryna Kabanets