Automated detection and classification of major retinal vessels for determination of diameter ratio of arteries and veins

The formation of business strategies of enterprises should be based on a preliminary assessment of their current and future economic opportunities. Such an assessment is to establish the value of the total economic potential of enterprises and its individual varieties. The purpose of this study was to clarify the essence of the economic potential of enterprises, justify the need for its evaluation and selection of its types. The main approaches to interpreting the terms "potential" and "enterprise potential" are identified. These include resource, result, resource-result, resource-target, and result-target concepts. It is established that the potential of any object, including the enterprise, can be interpreted as a set of its external functional properties, which this object shows or can show in a certain state of the environment in which it is located. Accordingly, the assessment of the potential of an object should be based on the identification and determination of its external properties, taking into account the environment in which the object is located. The main situations in which there is a need for information about certain components of the economic potential of the enterprise are identified, and the types of this potential and the consumers of the information about their level, corresponding to these situations, are determined. In particular, such situations include management of production and sales, management of financial and economic results of the enterprise, management of enterprise development, assessment of the company's need for various types of resources, assessment of enterprise value, assessment of current and future impact of the enterprise on the economy of the country (region), etc. The features of classification of types of enterprise potential existing in the scientific literature are supplemented by the following ones: by the main types of economic activity, by the dynamics of changes in the economic and production system of the enterprise, by consequences for the subject of enterprise potential assessment, by the stages of economic activity, enterprise potential, etc. The obtained results make it possible to improve the understanding of the complex patterns that underlie the formation of the economic potential of enterprises.

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State Failure and the Political Violence Phenomenon: A Comparative Analysis of Iraq and Syria Cases

European Journal of Interdisciplinary Studies ◽

10.26417/ejis.v4i2.p170-177 ◽

2016 ◽

Vol 4 (2) ◽

pp. 170 ◽

Cited By ~ 1

Author(s):

K. Eylem Özkaya Lassalle

Keyword(s):

Cold War ◽

Political Violence ◽

State Failure ◽

The Political ◽

Collective Violence ◽

Short Run ◽

Definition Of ◽

The Cold War

The concept of failed state came to the fore with the end of the Cold War, the collapse of the USSR and the disintegration of Yugoslavia. Political violence is central in these discussions on the definition of the concept or the determination of its dimensions (indicators). Specifically, the level of political violence, the type of political violence and intensity of political violence has been broached in the literature. An effective classification of political violence can lead us to a better understanding of state failure phenomenon. By using Tilly’s classification of collective violence which is based on extent of coordination among violent actors and salience of short-run damage, the role played by political violence in state failure can be understood clearly. In order to do this, two recent cases, Iraq and Syria will be examined.

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Determination of effective parameters for diagnosis and classification of air-conditioning refrigerant noise by logistic regression

Noise Control Engineering Journal ◽

10.3397/1/376635 ◽

2018 ◽

Vol 66 (5) ◽

pp. 415-423 ◽

Cited By ~ 1

Author(s):

Yong-Dae Kim ◽

Kook-Hyun Yoo ◽

Jae-Eung Oh

Keyword(s):

Logistic Regression ◽

Air Conditioning ◽

Effective Parameters ◽

Diagnosis And Classification

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Binders for paints and varnishes. Determination of the viscosity of industrial cellulose nitrate solutions and classification of such solutions

10.3403/01839204 ◽

1999 ◽

Keyword(s):

Cellulose Nitrate ◽

Nitrate Solutions

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Method of determination of the text direction on the image with the use of convolutional neural network

Informatization and communication ◽

10.34219/2078-8320-2020-11-2-96-99 ◽

2020 ◽

pp. 96-99

Author(s):

P.L. Nikolaev

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Deep Neural Network ◽

Binary Classification ◽

Synthetic Data ◽

Real Data ◽

Method Of Determination ◽

Classification Of Images

This article deals with method of binary classification of images with small text on them Classification is based on the fact that the text can have 2 directions – it can be positioned horizontally and read from left to right or it can be turned 180 degrees so the image must be rotated to read the sign. This type of text can be found on the covers of a variety of books, so in case of recognizing the covers, it is necessary first to determine the direction of the text before we will directly recognize it. The article suggests the development of a deep neural network for determination of the text position in the context of book covers recognizing. The results of training and testing of a convolutional neural network on synthetic data as well as the examples of the network functioning on the real data are presented.

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