Learning super-resolution and pyramidal convolution residual network for vehicle re-identification by Mengxue Liu, Weidong Min, Qing Han, Hongyue Xiang, Meng Zhu

“…In this study, we propose a Vehicle Re-ID method based on super resolution and pyramidal convolution residual network. …”
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Historical and Cultural Tradition of Organizing Labour Activity in Russia and Its Impact on Today’s Economic Mentality of Russian Citizens by Z. V. Bezveselnaya

“…For this research the author used a combination of historical and logical methods in line with the statistical method, analysis of historic sources, as well as the method of comparative analysis.…”
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Implementation of Energy-saving Technologies in House construction by E. I. Krupnov, I. A. Zaytseva, S. A. Loginova, A. V. Simagin

“…Method. To evaluate the efficiency of air source heat pumps, a mathematical model is used that takes into account the multifactorial nature of the process under study. …”
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DVAEGMM: Dual Variational Autoencoder With Gaussian Mixture Model for Anomaly Detection on Attributed Networks by Wasim Khan, Mohammad Haroon, Ahmad Neyaz Khan, Mohammad Kamrul Hasan, Asif Khan, Umi Asma Mokhtar, Shayla Islam

“…Most current approaches focus on shallow learning methods such as community analysis, ego network or selection of subspace method. …”
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Identifying Disinformation on the Extended Impacts of COVID-19: Methodological Investigation Using a Fuzzy Ranking Ensemble of Natural Language Processing Models by Jian-An Chen, Wu-Chun Chung, Che-Lun Hung, Chun-Ying Wu

“…ObjectiveThis study aims to develop a robust and generalizable deep learning framework for detecting misinformation related to the prolonged impacts of COVID-19 by integrating pretrained language models (PLMs) with an innovative fuzzy rank-based ensemble approach. MethodsA comprehensive dataset comprising 566 genuine and 2361 fake samples was curated from reliable open sources and processed using advanced techniques. …”
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PROBLEMS AND PROSPECTS OF FINANCING HIGHER EDUCATION INSTITUTIONS OF UKRAINE by O. Krasilnyk

“…Higher education institutions need to give special attention to financial planning, optimization of financing sources and expenditures. It is necessary to reform the models, methods and forms of financing higher education sector.…”
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Stabilizing training of affine coupling layers for high-dimensional variational inference by Daniel Andrade

“…As the source of the problem, we identify that, during training, samples often exhibit unusual high values. …”
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Synthesis and properties of nanostructures based on lanthanum fluoride for photodynamic therapy of tumors of the cranial cavity and bone tissue by A. P. Kusyak, A. L. Petranovska, S. P. Turanska, O. I. Oranska, Yu. M. Shuba, D. I. Kravchuk, L. I. Kravchuk, V. S. Chornyi, O. A. Bur'yanov, Yu. L. Sobolevs'kyy, V. A. Dubok, P. P. Gorbyk

“…The synthesis of nanosized magnetite in the single-domain state was performed by the Elmore method. Synthesized nanodisperse samples are characterized by XRD analysis, DTGA, TEM. …”
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大型可展开网状天线反枕效应研究进展 by 贺乃馨, 宋燕平, 李团结, 张大羽, 黄鹏飞, 李怡晨, 曾家琛

“…It is too expensive to supplement air source and the self-curing technology is not mature, so it is difficult to achieve the effect of uniform curing in orbit and has not been applied in practice;The realization of uniform load is not ideal. …”
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The Ontology-Based Approach Supporting Holistic Energy-Tunnel Design considering Cost, Heat Flux, and System Feasibility by Kun Meng, Chunyi Cui, Cheng Zhang, Hailong Liu

“…However, the conventional methods for designing energy tunnels mostly rely on complex numerical models. …”
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On the Methodology of Forming an Innovative Rating of Russian Regions by A. K. Gerelishina

“…The article proposes, when forming innovative ratings of Russian regions, to proceed from the following basic requirement: the rating should reflect the effectiveness of efforts to accelerate economic growth by improving technologies, methods of management and human capital. It is shown that the rating of innovative regions of Russia Associations of Innovative Regions of Russia (AIRR) is a significant factor in the regression describing the rates of economic growth of regions, but its structure is not optimal. …”
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Research on Real-time Diagnosis and Protection Strategy of Line-side Over-current Fault of Train Traction System by Xueming LI, Kan LIU, Shaolong XU, Qing HUANG

“…At present, the line-side over-current faults of locomotives and EMUs traction system have the problem that the diagnosis and protection methods are single and the speci fic fault source cannot be accurately located. …”
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Impacts of spatial variability in urban hydrological modelling: a case study of the Canal do Mangue Basin in Rio de Janeiro, Brazil by James de Melo Sampaio Júnior, Marcelo de Miranda Reis, Igor da Silva Rocha Paz

“…The study concludes that spatial resolution, interpolation methods, and rain gauge density significantly affect model performance, providing valuable insights for optimizing hydrological modeling in urban basins.…”
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Outage probability for cooperative communication system with asymmetric channel by CHUAI Gang1, LIU Sheng1, WEN Xiao-jun1

“…Firstly, a mathematical model of cooperative system in asymmetric channel considering the link diversity gain between the source and destination was presented. An analytical expression of the average outage probability which was proved accurate by simulation was derived by using the method of characteristic function. …”
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WTO ACCESSION OF BRICS COUNTRIES: THE CHINESE EXPERIENCE by I. Mikheeva, A. Loginova

“…This, in turn, allows to mark the feature in the economic sphere of legal regulation in China connected with the existence of the rules established by the Supreme National Court as a source of law. To represent the dynamics of normativelegal regulation of foreign trade activities, China has used the system of dialectical and universal methods of knowledge; general scientific methods (induction and deduction) and techniques (analysis and synthesis); as well as a special method – formally-legal. …”
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Fault Diagnosis of Hot Rolling Equipment Under Uncertain Conditions Based on Cloud Rough Model, Game Theory, and Improved GRA-TOPSIS by Bo Hu, Yongjun Zhang, Fengwei Jing

“…This study proposes a novel fault evaluation framework: first, a cloud rough model is adopted to handle multi-source uncertainties in expert evaluations; second, game theory is used to optimize the combined weights of subjective and objective criteria; finally, an improved Grey Relational Analysis-Technique for Order Preference by Similarity to Ideal Solution (GRA-TOPSIS) method constructs a dual-scale measurement model by fusing grey relational degree and Euclidean distance, effectively reducing the influence of geometric sequence similarity and distance on fault prioritization and enhancing the robustness of ranking results under complex working conditions. …”
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Application of open domain adaptive models in image annotation and classification. by Sheng Li, Zhousheng Chang, Haizhen Liu

“…It is shown that the method can effectively improve the robustness and generalization ability of the image annotation and classification task in open-set scenarios, and provides a new idea for solving the domain adaptation problem in real scenarios.…”
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Calculation of the main operational characteristics of a tethered high-altitude ship-based system by I. I. Dawlyud

“…The long-term operation of UAVs on ships can be ensured by tethered high-altitude systems in which the power supply of engines and equipment is provided from the onboard energy source through a thin cable tether. This paper aims to select and justify the appearance of such system, as well as to calculate the required performance characteristics.Methods. …”
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Cross-cutting technologies in training physical culture and sports for students by Yu. I. Zhuravleva, M. V. Katrenko, V. V. Barannikov, A. N. Prodius

“…It was revealed that end-to-end technologies: cloud technologies (Cloud Technologies); blockchain (Blockchain); Big Data (BigData); artificial intelligence (AI) – allow the use of a variety of forms and methods of their manifestation in the educational process of university students, and are one of the modern ways of intensifying and optimization of all education. …”
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Efficiency simulation and coincidence-summing correction for HPGe detector by ZHANG Ruiqin, LI Qi, FAN Yuanqing, ZHAO Yungang, ZHANG Xinjun, JIA Huaimao, NIU Yazhou, LI Ruiying, WANG Shilian

“…BackgroundIn order to enhance the detection sensitivity of HPGe detectors for measuring the low-level activity of radionuclides, samples are usually measured as close to the detector as possible to improve the detection efficiency, which inevitably leads to serious coincidence-summing effects in return and affects the accuracy of measured activity.PurposeThis study aims to conduct efficiency simulation and coincidence-summing correction for HPGe detectors.MethodsFirst of all, the peak efficiency of the HPGe detector was simulated by Geant4 and the internal geometry of the HPGe detector was optimized by comparing the simulated results with the experimental results of the mixed standard calibration source. …”
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