Use of the modern information technologies for continuous monitoring of transport infrastructure

Zolkin, A. L.; Domracheva, E A; Losev, A N; Avdeev, Yu.M.

doi:10.1088/1757-899x/1047/1/012094

Cited by 16 publications

(3 citation statements)

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“…Currently, several neuron learning algorithms are known [4,13,14]. These algorithms shall be considered.…”

Section: Resultsmentioning

confidence: 99%

Computational approach based on use of multilayer neural networks in classification of rail line states

Tarasova,

Tarasov,

Zolkin

et al. 2024

J. Phys.: Conf. Ser.

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The article considers the issue of classification of the states of rail lines using multilayer neural networks. It is shown that with significant external disturbing influences, the most promising direction is the retraining of classification models using neural networks. The representativeness of the sample is proposed to be realized by applying the scaling of informative features. It is proposed to minimize classification errors by gradient optimization methods. In the work during classification of rail lines states by neural networks, at the first stage, artificial classes of states are formed. At the second stage, the classification of states by the trained neural network is considered, classification errors are identified. On the basis of these errors the network is retrained until acceptable results are obtained. The article presents neuron learning algorithms: Hebb’s algorithm, error backpropagation method (for training a multilayer neural network), Konohen’s, Hopfield’s, Hamming’s algorithm and network. In the presented revision of the classification model, the correction is carried out according to the Widrow-Hoff algorithm.

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“…Currently, several neuron learning algorithms are known [4,13,14]. These algorithms shall be considered.…”

Section: Resultsmentioning

confidence: 99%

Computational approach based on use of multilayer neural networks in classification of rail line states

Tarasova,

Tarasov,

Zolkin

et al. 2024

J. Phys.: Conf. Ser.

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“…Accordingly, such income cannot be reduced by an amount not exceeding 250 thousand rubbles. Based on the wording of the analysed document, the income from the sale of bitcoins is allowed to be reduced by documented expenses from their acquisition, which means that the taxpayer making realization transactions with cryptocurrency can take into account the income associated with its sale [7][8][9][10][11].…”

Section: Resultsmentioning

confidence: 99%

Digitalization of tax processes in the EAEU countries as a factor of stabilization from global financial shocks

Tkachenko,

Dudakov,

Zolkin

et al. 2022

SHS Web Conf.

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The development of digital tools requires changes in all spheres of life. First of all, e-commerce including electronic capital movement, electronic data interchange, electronic commerce, electronic banking and electronic marketing shall be studied, since it is a very important component. The issues of regulating the processes of taxation of relevant transactions with cryptocurrencies both at the national and international levels are being updated. In addition to the harmonization and unification of tax legislation in the field of legal regulation of transactions with cryptocurrencies at the level of acts of the EAEU and the European Commission as a permanent body of the EAEU, the process of unification of the national legislation of the EAEU member states shall take place in order to converge the norms for the most efficient implementation of foreign economic activity. Within the framework of the Eurasian Economic Union (EAEU), these mechanisms are not sufficiently developed. The article explores the problems of taxation in the digital economy of the EAEU. As conclusions, recommendations for the digitalization of tax processes in the EAEU have been developed.

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“…In May 2020 the General Assembly of the UN developed the roadmap on digital cooperation where the recommendations of High level group on digital cooperation were described [12]. This document is basic world mark, recommendations developed direct to approach the tasks of stable development: the gender gap is reviewed, human rights through modern challenges of digital world are analysed.…”

Section: Resultsmentioning

confidence: 99%

Phenomena of digital divide and ways of its bridging

et al. 2021

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This article is concerned with the research of digital divide challenge and its social and economic impacts. Authors review the formation of definitions and their development. Because of research, the views of famous scientists on divide, its main aspects and role in social and economic relation system are mentioned; definition of “digital divide” is reviewed; author typologies of digital divide are reviewed; five main areas of digital divide concept are highlighted; its reasons and impacts are defined. Phenomena of digital divide started to be researched extensively at the end of XX century; the following concepts can be highlighted from the main ones: total access availability, capacity development, economical change, digital public goods development, global digital cooperation. Therefore, digital divide is the newest type of divide, which is still in theoretical justification infancy; there is still no universal definition of this phenomena.

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Use of the modern information technologies for continuous monitoring of transport infrastructure

Cited by 16 publications

References 1 publication

Computational approach based on use of multilayer neural networks in classification of rail line states

Computational approach based on use of multilayer neural networks in classification of rail line states

Digitalization of tax processes in the EAEU countries as a factor of stabilization from global financial shocks

Phenomena of digital divide and ways of its bridging

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