Spatial-Spectral Linear Extrapolation for Cross-Scene Hyperspectral Image Classification by Lianlei Lin, Hanqing Zhao, Sheng Gao, Junkai Wang, Zongwei Zhang

“…To alleviate this problem, this study replaces the common nonlinear generative network with a specific linear projection transformation, to reduce the number of neurons activated nonlinearly during training and alleviate the learning of contaminated features. …”
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A fake news detection model using the integration of multimodal attention mechanism and residual convolutional network by Ying Lu, Naiwei Yao

“…Third, it optimizes the feature fusion structure for more effective integration. …”
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Advanced Hybrid Machine Learning Model for Accurate Detection of Cardiovascular Disease by Navita, Pooja Mittal, Yogesh Kumar Sharma, Umesh Kumar Lilhore, Sarita Simaiya, Kashif Saleem, Ehab Seif Ghith

“…In the second stage, the Chi-square is applied as a feature selection method to select the highly relevant features from the records of 1190 with 11 clinical features, curated by combining the 5 most popular datasets, including Long Beach VA, Hungarian, Switzerland, and Statlog (Heart). …”
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Autoencoder untuk Sistem Prediksi Berat Lahir Bayi by Fitra Septia Nugraha, Hilman Ferdinandus Pardede

“…Teknik konvensional untuk feature reduction seperti principal component analysis (PCA), mengasumsikan orthogonality atau independensi antar komponen prinsipal nya. …”
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Current understanding of eryptosis: mechanisms, physiological functions, role in disease, pharmacological applications, and nomenclature recommendations by Anton Tkachenko, Mohammad A. Alfhili, Jawaher Alsughayyir, Alessandro Attanzio, Abdulla Al Mamun Bhuyan, Bożena Bukowska, Antonio Cilla, Martha A. Quintanar-Escorza, Michael Föller, Ondrej Havranek, Kashif Jilani, Anatolii Onishchenko, Etheresia Pretorius, Volodymyr Prokopiuk, Ignazio Restivo, Luisa Tesoriere, Grazia Maria Virzì, Thomas Wieder

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The Environmental Agenda in the Election Programs of Russian Political Parties by S. R. Utkin, I. V. Stikhin, S. A. Tulaeva

“…The study revealed the following features of the appeal of political actors to environmental issues: techno-utopianism as an unconditional belief in “green technologies” that does not imply major institutional changes; eco-populism, manifested in the connection of environmental problems with more popular social issues; ritualization as a formal mention of the “green” agenda, which does not receive careful consideration. …”
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Methods for producing permanent joints of aluminum and titanium alloys by B. M. Nemenenok, I. V. Rafalski, P. E., Lushchik, A. A. Radchenko

“…Despite the great scientific and practical interest, the friction stir welding processes of alloys and metal-matrix composite materials based on aluminum and titanium have been studied less thoroughly and require additional attention.Given the variety and complexity of friction stir welding, the lack of a correct assessment of the reactivity, properties and design features of aluminum and titanium alloys can lead to a number of problems associated with a change in the structure of materials and defects in the welding zone, which is accompanied by the inevitable deterioration of the mechanical characteristics of the finished joints.…”
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New Stage of the Innovative Performance of Israel: Progress or the Loss of Leadership? by N. V. Zakharova, A. V. Labudin

“…The authors attract a large amount of statistical and factual material, on the basis of which they formulate the main features, problems and prospects of the socio-economic development of this state. …”
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Impact of Industry 4.0 on the economy and production by T. V. Mezina, A. V. Zozulya, P. V. Zozulya, T. F. Chernova, A. V. Pletnyova

“…The difficulties and problems faced by economic entities, countries and regions, in general, on the way to implementing the achievements and developments of Industry 4.0 have been designated in the article. …”
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A comparative study of LQU and LQFI in general qubit-qutrit axially symmetric states by M. A. Yurischev, Saeed Haddadi, Mehrdad Ghominejad

“…Moreover, our compact formulas open a way to apply them to other problems, for instance, when investigating the environmental effects on quantum correlations in open systems.…”
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The correlation of personal characteristics and professional value orientations of representatives of the socionomical sphere of employment by Natalya А. Samoylik

“…The results of the empirical study of the correlation of features and professional value orientations of representatives of the "person-to-person" sphere of labor are presented in the article.On the basis of correlation analysis it is found that specialists with behavioral type of professional value orientations express extroversion, sensitivity and emotivity. …”
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PALLIATIVE CARE IN GERIATRICS: CURRENT ISSUES AND PROSPECTS by I. P. Рonomareva, K. I. Рrashchayeu

“…The purpose of the study is to identify the main problems and prospects of development of palliative care in geriatrics at the present stage. …”
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ANTI-CORRUPTION EXAMINATION OF THE LEGISLATION BY BODIES OF PROSECUTOR'S OFFICE AS A MEANS TO ENHANCE LEGALITY AND LAW ORDER IN MODERN RUSSIA by Ruslan Melekayev

“…The solution of these problems will allow to considerably increase the quality of the legislation, as well as the level of legality and law order in modern Russia.…”
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Intelligent Rail Flaw Detection System Based on Deep Learning and Support Vector Machine by Jiangping LUO, Xizhuo YU, Jingwei CAO, Weihong DU

“…Currently, detection systems of rail flaw detection vehicles in China have automatic flaw recognition function, which has problems with low accuracy, high false alarm rate and occurrence of underreport because of the adoption of simple logic judgment method based on the existing rules. …”
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Social mobility management tools for civil servants by Vladimir Alexandrovich Kondrashkin

“…The article considers social mobility as an object of management in the field of state civil service, and substantiates its relevance and highlights problems that need to be studied in more detail; one of them is the search for effective tools for managing social mobility of public civil servants. …”
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Blockchain-based digital copyright trading system by Li LI, Siqin ZHOU, Qin LIU, Debiao HE

“…In the current era of digitalization and networking,the demand for digital copyright transactions is increasing.The traditional centralized copyright protection system has series of problems such as high registration costs,long work acceptance times,and being vulnerable to tampering by saboteurs.Blockchain as a decentralized network structure and based on P2P network and cryptographic technology,which can establish trust relationship on the network by pure mathematics.Without relying on the middle platform,blockchain technology can naturally alleviate the above problems.With the help of self-regulatory,traceable and decentralized features of blockchain technology and digital copyright trading scenarios,a digital copyright trading system model was designed.The new system is based on the advanced permissioned blockchain provided by IBM.The implementation of copyright registration and copyright transaction can ensure the integrity and tamper-resistant of the information.Finally,the installation time of chain code deployment was tested.The results show that the system is simple to install and has low maintenance costs.Compared with the traditional trusted third party copyright authentication mechanism,the blockchain-based digital rights trading system has a short registration time,no registration fee,and better architecture security and scalability.…”
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A Review of Stochastic Optimization Algorithms Applied in Food Engineering by Laís Koop, Nadia Maria do Valle Ramos, Adrián Bonilla-Petriciolet, Marcos Lúcio Corazza, Fernando Augusto Pedersen Voll

“…It was observed that evolutionary methods are the most applied in solving food engineering optimization problems where the genetic algorithm and differential evolution stand out. …”
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GLOBAL TRENDS IN CORPORATE RESTRUCTURING by L. N. Pavlova

“…The author puts forward proposals aimed at using the best global practice in corporate and finance restructuring in the Russian Federation, which could provide the professional level of dealing with finance restructuring and sanitation of companies facing problems of debt settlement. The given problem was researched in the context of other tasks being solved within the frames of national projects,  including raising labour productivity and business profitability.…”
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Planned Innovations: Proposals for Enhancing Inventiveness Efficiency in USSR in Mid-1950s to Late 1960s by D. A. Pinaeva, E. R. Salakhutdinova

“…The study examines archival documents of the Committee for Inventions and Discoveries of the All-Union Society of Inventors and Rationalizers. The main problems of mass inventiveness and rationalization development, as well as the characteristic features of the system of scientific and technical progress management in the USSR, are identified. …”
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Prospects of the Russian Federalism Development by M. Sh. Kovaleva

“…In the article, the analysis of the Russian federalism is carried out, problems and the prospects of development are defined. …”
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