Application of machine learning methods for automated detection of network intrusions by M. V. Babicheva, I. A. Tretyakov

“…Five machine learning algorithms were selected and tested, both on a training set of features and on a real test set obtained experimentally. …”
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German-Language Political Blogs as an Actual Protest Practice in Context of Mediation and Conflict Resolution Postulates by L. N. Rebrina

“…The regularities of the discursive construction of the problem, the image of the complex addresser and the addressee of the blog are determined, their argumentative, evaluative, self-presentation and phatic tactics are used. …”
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Regional experience in organizing the protection of minors from a destructive information environment (by the example of non-central regions) by S. E. Titor

“…Researchers believe that a comprehensive solution to the problem of ensuring the information security of minors is impossible without coordinated actions of federal and regional authorities. …”
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Method for assessing rodent infestation in plateau based on SegFormer. by Xiangjie Huang, Guoying Zhang, Chunmei Li, Yaosheng Han, Qing Dong, Hao Wang

“…Meanwhile, integrating the multi-kernel convolution feed-forward network (MCFN) into the decoder optimizes the problem of detail recovery and fusion of multi-scale features. …”
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Self-adaptive prediction and prewarning model of mine gas concentration by Dingwen Dong

“…The case study shows that the prediction accuracy of EMD-GPR was significantly higher than the direct GPR prediction, so the IMFs’ phase space parameters and the GPR hyperparameters need dynamically adjust to get the best prediction results, which indicates that the EMD processing make the fluctuation features of gas concentration clear in certain time scale, and determining the appropriate phase space parameters of the IMF and the GPR hyperparameters can realize self-adaptive prediction to improve the prediction accuracy, which solved the problem of low prediction accuracy at mutational points in gas concentration time series, and improves the reliability of gas concentration prewarning.…”
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Identifications of False Positives Amongst Sodium(I) Cations in Protein Three-Dimensional Structures—A Validation Approach Extendible to Any Alkali or Alkaline Earth Cation and to... by Oliviero Carugo

“…The second part of the paper is focused on the largely unexplored problem of the high number of false positives amongst the sodium(I) cations observed in protein crystal structures. …”
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On the effect of sampling frequency on the electricity theft detection performance by Fatemeh Soleimani Nasab, Foad Ghaderi

“…Abstract Electricity theft is a common problem in many countries and affects the revenue of the electricity industry significantly. …”
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Forming the Foundations of the “Digital Silk Road” by Yiju Liu, E. F. Avdokushin

“…The article is based on the problem-factual principle of presentation of the material using the method of factor analysis of information obtained in the course of economic and statistical data collection and processing. …”
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Correspondence of Japanese War Prisoners in Camps of People’s Commissariat for Internal Affairs-Ministry of Internal Affairs of the USSR (1945-1956): Review of Domestic and Foreign... by S. V. Serebrennikov

“…For the first time the features of lighting by domestic and foreign researchers the correspondence of Japanese prisoners of war in the camps of the People’s Commissariat for Internal Affairs-Ministry of Internal Affairs of the USSR (1945-1956) are considered. …”
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Judicial Powers and Functions of Military and Civil Governors of Orenburg Governorate in Late 18^th - First Third of 19^th Century by N. L. Semenova

“…The author paid special attention to the problem of legislative differentiation of judicial powers of military and civil governors of the Orenburg governorate, which was completed by the early 1820s. …”
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Communicative Specificity of the First National Printed Newspaper “Peter the Great’s Vedomosti” by I. Yu. Kuksa

“…The main communicative parameters of the newspaper are qualified: the goal, objectives, features of the addressant and the addressee, as well as news reports in the context of the birth of national journalism. …”
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Natural Language Understanding: Methodological Conceptualization by Vitalii Shymko

“…And the theoretical conclusion that emotions fulfill the function of the operator of the structural features of the information metabolism of NLU is substantiated. …”
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COMPARATIVE ANALYSIS OF FIXED ASSETS ACCOUNTING IN THE LOGISTICS COMPLEX BY ISFO AND RSA by Andrey P. Garnov, Viktoriya Yu. Garnova

“…It underlined the idea that ISFA 16 and RSA 6/01 pay  serious attention to this problem but in different ways. Specific  features of fixed assets accounting in logistics complexes were described.…”
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Seizing the Life of Sounds in Contemporary Instrumental Music: Claude Vivier’s (1980), a Spectromorphological Perspective by Mylène Gioffredo

“…It aims to familiarize scholars who are interested in but unfamiliar with the practices of music analysis by discussing one of our most important challenges: how can we integrate features such as texture, timbre, and space into our analytical discussions? …”
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Dagestan Arabic-Language Epistolary Materials of the 19th — Early 20th Centuries by Z. A. Magomedova, Z. B. Ibragimova

“…It is noted that the introduction of these materials into scientific circulation will allow them to be used as sources of factual information, which can significantly supplement or clarify the facts already known to a specialist historian dealing with a particular problem. An overview of some Arabic-language epistolary documents of Dagestan origin is presented, their thematic characteristics are given, individual excerpts of letters from Arabic into Russian are translated, and the features of these documents are described in a historical context. …”
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Method for calculating the spectral density of the moment resistance on the working body of the road mill machine by Fomin K.V.

“…Improving the reliability and efficiency of milling units is an problem, the solution of which is associated with the opportunity to predict the character and magnitude of the operating loads in the structural elements. …”
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Simultaneous vehicular location and velocity detection towards 6G integrated communication and sensing by Bingpeng ZHOU, Shanshan MA

“…., signal bandwidth, the number of transceiver antenna and sub-carriers, on RSS performance was evaluated as well.It was verified by simulations that the proposed RSS algorithm outperformed state-of-the-art baseline methods due to the employed problem-specific system design.In addition, it was shown by simulations that the achieved RSS error was reduced with the increasing of sub-carrier frequency, the number of transceiver antennas and sub-carriers, and it was increased with the increasing distance between base station and vehicle receiver.Particularly, the vehicle location estimation accuracy was increasing with system bandwidth, but it was invariant with central carrier frequency, since only baseband features of received signal were employed for vehicle localization.In contrast, the vehicle velocity detection accuracy was increasing with central carrier frequency, yet it was insensitive to system bandwidth, given the fixed number of sub-carriers.…”
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Optimal Allocation of Resources in an Open Economic System with Cobb–Douglas Production and Trade Balances by Kamshat Tussupova, Zainelkhriet Murzabekov

“…The resource allocation problem is formalized as a constrained optimization task, solved analytically using the Lagrange multipliers method and numerically via the golden section search. …”
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Flax Growing in Tyumen Region: Historiographical Aspect by V. V. Aksarin, K. P. Korolyov

“…It is shown that each of them had its own individual features. Revolution, civil war, years of collectivization, repeated reorganization of agriculture, excessive ideologization of all aspects of society life determined the content, direction, volume of literature on this issue. …”
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Book as an Artistic Artifact by N. S. Murashova

“…A book is not only a carrier of information, but also the way of its aesthetic visualization. This actualizes the problem of understanding a book as an artistic artifact. …”
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