Ratings  of  Territories —   A  Tool  of  Complex  Statistical  Analysis  (Information  Aspect) by L. Yu. Arkhangelskaya

“…Building ratings of territorial entities both within the countries in line with their administrative-territorial division, patterns, economic, historic, social, ethnic or religious relationships, environmental features; and also when comparing individual countries and their coalitions to date is a very urgent problem, the solution of which allows for selective estimation of the level of socio-economic, political and ecological status of the territories, as well as comparing them with the unity of the methodological approaches to the assessment of the territories, and also explore the changes over time of this state or condition while maintaining comparability of the sample data on a single ranking methodology with the set of indicators. …”
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The European Vector of Italy’s Foreign Policy by S. M. Gavrilova

“…This article examines the European vector of Italian politics, the characteristic features of this direction and its evolution in the XX–XXI centuries. …”
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Face Recognition System Based on Kernel Principle Component Analysis and Fuzzy-Support Vector Machine by Harith A. Hussein

“…Kernel Principal Component Analysis is used to play the main role in features extractor and Fuzzy Support Vector Machines are used to treat the face classification problem. …”
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The atalychestvo institution of the adyghs in the perception of foreign authors: a historiographic aspect by Nuriet Karpushevna Gubzhokova

“…Historical and ethnographic descriptions of the unique Adygh pedagogical institute of upbringing in a stranger’s house (atalychestvo) are informative sources that allow later researchers to clarify the important aspects of its formation and features of functioning. In this research foreign sources are considered that have a much wider time coverage than Russian descriptions of the atalychestvo. …”
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Deep Learning for Decision Element Extraction in Fact Description of Legal Documents by Xia Li

“…In order to improve the work efficiency of judicial personnel and solve the problem of waste of judicial resources, this topic proposes a method of decision element extraction in the fact description of legal documents based on in-depth learning. …”
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Enhancing Smart Grids for Sustainable Energy Transition and Emission Reduction with Advanced Forecasting Techniques by Farah Rania, Farou Brahim, Kouahla Zineddine and Seridi Hamid

“…This paper addresses this problem by forecasting CO2 emissions based on electricity consumption, making it possible to transition to renewable energies and thereby reduce CO2 emissions generated by fossil fuels. …”
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CORRELATION BETWEEN PRESCHOOL CHILDREN ANXIETY AND STYLE OF FAMILY UPBRINGING by N. V. Mazurova, Yu. A. Trofimova

“…The most common emotional problem among preschool children is anxiety as a possible precursor of neurosis. …”
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Assessment of utility of the corona audible signal in the diagnostic process of the technical condition of UHV transmission lines by T. Wszołek

“…Particular attention has been focused on the parametrization of the acoustic signal of corona effect and selection of distinctive features, which could be useful in distinguishment of the origins of the increased corona effect in dry conductor surface conditions. …”
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Development of methods for neutralizing «Zero-day» threats by A. I. Dubrovina, M. H. Alcordi

“…In this article, a behavioral analysis of the threat is used. The characteristic features of the zero-day exploit behavior have been studied. …”
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Impacts of urbanization on green infrastructure ecosystem services: the case study of post-soviet Moscow by Oxana Klimanova, Eugeny Kolbowsky, Olga Illarionova

“…Today, many post-Soviet cities face the problem of its deterioration due to the rapid economic growth and subsequent urban sprawl. …”
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MAIN TRENDS IN THE FORMATION OF RURAL SETTLEMENTS IN THE TERRITORY OF TARA (THE IRTYSH AREA) BETWEEN 1920 AND 1980 by Evgenia Valeryevna SOKOLOVA, Dmitry Viktorovich KUZNETSOV

“…The cumulative analysis of the above-mentioned sources enabled us to study the problem comprehensively, i.e. from the position of an inhabitant of the Irtysh area – the direct creator of history. …”
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Network model and topology control algorithm based on hierarchical autonomous system in space information network by Wei ZHANG, Geng-xin ZHANG, Dong-ming BIAN, Liang GOU, Zhi-dong XIE

“…Due to the distinguishing characteristics of space information network (SIN) such as large scale,high component complexity and dynamic,a novel network model based on hierarchical autonomous system (AS) was proposed.This model divided the complex SIN into simpler AS and sub-AS networks according to node properties,link capabilities,task features,distribution areas,etc.In these AS or sub-AS networks,different control strategies could be adopted.In this way,the dynamic network was decoupled into semi-static sub-networks,and the high dynamic coupling problem among sub-networks was solved.Then,an AS network topology control algorithm based on the hierarchical autonomous system model was proposed to minimize the time delay in the SIN.Compared with most existing approaches for SIN where either the purely centralized or the purely distributed control method was adopted,the proposed algorithm was a hybrid control method.In order to reduce the cost of control,the control message exchange was constrained among neighboring sub-AS networks.It is proved that the proposed algorithm achieve logical k-connectivity on the condition that the original physical topology is k-connectivity.Simulation results validate the theoretical analysis and effectiveness of the algorithm.…”
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Gender values in common-law marriages by Z. Kh. Kobleva

“…The works of Russian sociologists and the results of an independent sociological study conducted within the framework of this problem have become the empirical basis.The Results. …”
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Code Generation for Collectible Card Games with Complex APIs by John Licato, Logan Fields, Brayden Hollis

“…We develop an algorithm that selects code examples using a smaller LM trained to predict which features of an API are likely to be used in the resulting code, which is a simpler problem than actually generating the code. …”
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A study of the waves and boundary layers due to a surface pressure on a uniform stream of a slightly viscous liquid of finite depth by Arghya Bandyopadhyay

“…The 2D problem of linear waves generated by an arbitrary pressure distribution p0(x,t) on a uniform viscous stream of finite depth h is examined. …”
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THE WORLD LABOUR MARKET: THE CONSEQUENCES OF GLOBAL ECONOMIC CRISIS by G. L. Podvoisky

“…The main attention is paid to the analysis of different aspects of employment in the contemporary world which distinguishing features are growing unemployment, misbalance and instability. …”
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Large vario-scale datasets by Radan Šuba

“…It is a notorious and challenging problem. This is especially true in the case of map generalization, where the relationships between (adjacent) features in the map must be considered. …”
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Lexical and grammatical means of communication between text components by Gunel Eyvazli

“…The structural and semantic features of sentences that make up a complex syntactic whole are especially highlighted. …”
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Differential privacy budget optimization based on deep learning in IoT by Dan LUO, Ruzhi XU, Zhitao GUAN

“…In order to effectively process the massive data brought by the large-scale application of the internet of things (IoT), deep learning is widely used in IoT environment.However, in the training process of deep learning, there are security threats such as reasoning attacks and model reverse attacks, which can lead to the leakage of the original data input to the model.Applying differential privacy to protect the training process parameters of the deep model is an effective way to solve this problem.A differential privacy budget optimization method was proposed based on deep learning in IoT, which adaptively allocates different budgets according to the iterative change of parameters.In order to avoid the excessive noise, a regularization term was introduced to constrain the disturbance term.Preventing the neural network from over fitting also helps to learn the salient features of the model.Experiments show that this method can effectively enhance the generalization ability of the model.As the number of iterations increases, the accuracy of the model trained after adding noise is almost the same as that obtained by training using the original data, which not only achieves privacy protection, but also guarantees the availability, which means balance the privacy and availability.…”
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SMART-PASSPORT OF MECHATRONIC PRODUCTION FACILITY. CONCEPT by Andrey Kirillovich Tugengold, Andrey Alexandrovich Berdichevskiy

“…Characteristics of the problem situation and tasks on the control operation planning of the ware conditions, and solvable subproblems in the technological system state space are performed. …”
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