Synergy Effect in the Control System of the Regional Socio-Economic System

Averchenkov, Andrey; Averchenkova, Elena; Pugach, L. I.

doi:10.30987/2658-6436-2021-1-23-28

Cited by 2 publications

(1 citation statement)

References 6 publications

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“…A convolutional neural network should solve the problem of image segmentation in order to identify objects in a satellite image. U-Net architecture was chosen as the architecture for this neural network, since this architecture is considered the most suitable for tasks which require not only to determine the class of an object from an image, but also to segment its area [13,14]. So as a result the user will be able to get a mask that will divide the image into several classes.…”

Section: Methodsmentioning

confidence: 99%

An ergonomic system for forecasting forest fires and the peculiarities of their spread in the conditions of man-made development of the world

Kuzmenko,

Filippova,

Martynenko

et al. 2024

E3S Web Conf.

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This paper deals with the development of an ergonomic system for forecasting wild fires and the features of their spread, which is the object of research. The objective of the study is to make a full-fledged system for forecasting and determining the features of wild fire spread. To achieve this objective, the following tasks are solved: to carry out a comparative analysis of existing systems for forecasting the spread of wild fires in order to identify the disadvantages and advantages of these systems; based on the analysis of existing systems, put forward requirements for the ergonomic system being developed; to develop the structure of a neural network capable of forecasting the spread of wild fires in accordance with the requirements; generate a data set for training and testing the developed neural network and test its operation. To solve the tasks, techniques of analyzing large data sets are used, for example, Data Mining, regression analysis, machine learning, data processing methods such as filtering, augmentation, and others. The practical relevance of this paper lies in the fact that the developed system can be used as an auxiliary system at environmental protection enterprises.

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Section: Methodsmentioning

confidence: 99%

An ergonomic system for forecasting forest fires and the peculiarities of their spread in the conditions of man-made development of the world

Kuzmenko,

Filippova,

Martynenko

et al. 2024

E3S Web Conf.

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Structural and functional models of information processing in vertical business processes in the management system of agricultural consumer supply and market cooperatives

Gairabekova

Kvyatkovskaya

Shurshev

et al. 2023

Automation and Modeling in Design and Management

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The management system of agricultural consumer supply and marketing cooperatives is considered. This system is a structure containing three levels of hierarchy: the first level includes control elements; the second level contains agricultural business representatives of the middle level; the third level includes agricultural producers. The article shows that the business processes of the agricultural producer and in his interaction with customers are end-to-end. The paper describes the flows of informational and material nature from an agricultural consumer supply and marketing cooperative (an integrator farm) to a personal subsidiary plot and from a personal subsidiary plot to an agricultural consumer supply and marketing cooperative (an integrator farm). Four structural and functional models of an agricultural consumer supply and marketing cooperative are created: one which is organised on the basis of an integrator farm; one which has an associated member, that is a processing enterprise; one which includes credit or insurance agricultural consumer cooperatives; one which sells products through chain stores. The analysis of the information exchange mechanisms during the agricultural producers’ integration is carried out. Moving material and financial flows within the models are presented. It is shown that the created models are necessary for developing route maps of business processes for reporting information in business logics language.

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Synergy Effect in the Control System of the Regional Socio-Economic System

Cited by 2 publications

References 6 publications

An ergonomic system for forecasting forest fires and the peculiarities of their spread in the conditions of man-made development of the world

An ergonomic system for forecasting forest fires and the peculiarities of their spread in the conditions of man-made development of the world

Structural and functional models of information processing in vertical business processes in the management system of agricultural consumer supply and market cooperatives

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