Browsing by Author "Laktionov, Ivan"
Now showing items 1-5 of 5
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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
Laktionov, Ivan; Diachenko, Grygorii; Kashtan, Vita; Vizniuk, Artem; Gorev, Vyacheslav; Khabarlak, Kostiantyn; Shedlovska, Yana (2024)Today, open-field crop agriculture is becoming an increasingly knowledge-intensive industry, driven by global trends in scientific and technological development in the digitalisation and intellectualisation of production ... -
An explainable AI approach to agrotechnical monitoring and crop diseases prediction in Dnipro region of Ukraine
Laktionov, Ivan; Diachenko, Grygorii; Rutkowska, Danuta; Kisiel-Dorohinicki, Marek (2023)The proliferation of computer-oriented and information digitalisation technologies has become a hallmark across various sectors in today’s rapidly evolving environment. Among these, agriculture emerges as a pivotal sector ... -
Computer-Oriented Model for Network Aggregation of Measurement Data in IoT Monitoring of Soil and Climatic Parameters of Agricultural Crop Production Enterprises
Laktionov, Ivan; Diachenko, Grygorii; Koval, Valerii; Yevstratiev, Mykhailo (2023)Currently, the development and implementation of infocommunication and computer technologies in agricultural enterprises specialising in the cultivation of grain crops allow the enhancement of their efficiency through ... -
Study of the effectiveness of ML algorithms in predicting the probability of crop disease occurrence
Vizniuk, Artem; Laktionov, Ivan; Diachenko, Grygorii (2023)The aim of this research is to study the effectiveness of ML algorithms in predicting the probability of the corn disease «Fusarium Head Blight» in Dnipro region of Ukraine. Linear regression, feedforward neural networks ... -
Substantiation of requirements for the structural and algorithmic organization of an IoT monitoring system for soil and climate parameters in agricultural crop enterprises
Laktionov, Ivan; Zhabko, Oleksandr; Diachenko, Grygorii; Prokopenko, Mykola (2023)As one of the key sectors of the global economy, agriculture plays a decisive role in shaping sustainable economic development and ensuring food security worldwide. Achieving satisfactory indicators of food security and ...