THE LEGAL REGULATION OF DRUGS AS OBJECTS OF PATENTED PROTECTION by Yuliya Aleksandrovna Titenko, Irina Mikhailovna Vilgonenko, Lyudmila Konstantinovna Sukhacheva

“…The problems arising in the course of regulation of separate types of medicines are allocated. …”
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Efficient Reordering of Multiple Memory Operations in a Multithreaded Program by Ilya Andreev, Konstantin Vladimirov

“…The complexity of the problem lies in the fact that even for a set of small size, constructing and checking for any feature of its possible linear orders can lead to the need of enumeration of huge number of options. …”
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Fine-Grained Recognition of Fidgety-Type Emotions Using Multi-Scale One-Dimensional Residual Siamese Network by Jiu SUN, Junxin ZHU, Jun SHAO

“…Fidgety speech emotion has important research value, and many deep learning models have played a good role in feature modeling in recent years. In this paper, the problem of practical speech emotion is studied, and the improvement is made on fidgety-type emotion using a novel neural network model. …”
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PERITONEAL CARCINOMATOSIS by I. V. Stepanov, Yu. М. Paderov, S. G. Afanasyev

“…Particular attention is paid to the problems of diagnosis and treatment.…”
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Transient Stability Assessment Model With Sample Selection Method Based on Spatial Distribution by Yongbin Li, Yiting Wang, Jian Li, Huanbei Zhao, Huaiyuan Wang, Litao Hu

“…Faced with such a problem, a TSA model based on the sample selection method is proposed in this paper. …”
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Power Mode of High-Speed Combined Extrusion of Flat Bimetallic Road Milling Picks by K. Y. Bykov, I. V. Kachanov, I. M. Shatalov

“…A distinctive feature of the acceleration phase is that it allows the analysis of reverse extrusion, in the process of which the metal flows in the opposite direction to the punch stroke. …”
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DynamicG2B: Dynamic Node Classification with Layered Graph Neural Networks and BiLSTM by Fattah Muhammad Tahabi, Xiao Luo

“…While some techniques try to solve this problem using recurrent neural network-based solutions, these approaches still face the challenge of the vanishing or exploding gradient problem and complicated training procedures. …”
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Trajectory and communication scheduling optimization for the rechargeable UAV aided data collection system by Qianwen LI, Jianfeng CHEN, Miao CUI, Guangchi ZHANG

“…A rechargeable unmanned aerial vehicle (UAV) aided wireless sensor network was considered, which consists of multiple ground terminals with a large amount of time-sensitive data to be collected.Due to the limited battery capacity, the UAV cannot collect the data from all terminals through a single flight mission, and it needs to return to the charging pile to replenish its flight energy several times during the whole mission.The optimization of the terminal scheduling, trajectory, flight speed and transmission rate for the UAV was studied to maximize the number of terminals whose data had been collected within the data lifetime limit.Due to the variable coupling and the existence of discrete binary scheduling variables, the considered optimization problem is difficult to solve.To tackle such a difficulty, an efficient algorithm was proposed based on the stochastic optimization and the feature engineering.Specifically, the flight hover communication protocol was introduced to simplify the UAV flight process.And then a terminal scheduling algorithm was innovatively proposed with the influence factor and the stochastic preference, which extracted the features that affect the service time of the UAV, optimized the weights of the features, and further simplified the optimization problem into multiple subproblems.The subproblems were then solved by using the block coordinate descent and successive convex approximation techniques.Simulation results show that the proposed optimization algorithm achieves significant performance gains over several benchmark schemes in the scenarios with different data lifetime requirements and different numbers of ground terminals.…”
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PA-YOLO-Based Multifault Defect Detection Algorithm for PV Panels by Wang Yin, Zhao Jingyong, Xie Gang, Zhao Zhicheng, Hu Xiao

“…However, the rapid growth of PV power deployment also brings important challenges to the maintenance of PV panels, and in order to solve this problem, this paper proposes an innovative algorithm based on PA-YOLO. …”
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Maximum principle preserving the unconditionally stable method for the Allen–Cahn equation with a high-order potential by Junseok Kim

“…Furthermore, we highlighted a distinctive feature of the AC equation in modeling phase separation under noisy data conditions.…”
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Rumor Detection Based on Knowledge Enhancement and Graph Attention Network by Wanru Wang, Yuwei Lv, Yonggang Wen, Xuemei Sun

“…For the first time, this paper integrated a knowledge graphs and graph attention networks to solve this problem through attention mechanisms. A knowledge graphs can be the most effective and intuitive expression of relationships between entities, providing problem analysis from the perspective of “relationships”. …”
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ANALYSIS OF THE ESSENCE OF A CATEGORY “OFFICIAL INTERPRETATION OF LAW” by TEREKHOV E.M.

“…The author not only indicates his vision of the problem, but also offers its solution by highlighting the formal and functional sides in the essence of the official interpretation of the law. …”
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Equipment Maintenance Support Effectiveness Evaluation Based on Improved Generative Adversarial Network and Radial Basis Function Network by Zhen Li, Jianping Hao, Cuijuan Gao

“…Due to the lack of maintenance support samples, maintenance support effectiveness evaluation based on the deep neural network often faces the problem of small sample overfitting and low generalization ability. …”
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Research on Calibration Algorithm of Camera and LiDAR for Transport Vehicles in Open-pit Mines by XU Yanghan, LIN Jun, KANG Gaoqiang, YOU Jun, YUE Wei, TONG Hao

“…Based on multiple groups of feature point pairs, the external parameter matrix is obtained by EPnP algorithm. …”
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ON THE QUESTION OF CLASSIFICATIONS INTERPRETATIONAL RULES by TEREKHOV E.M.

“…The author not only indicates his vision of the problem, but also offers its solution by highlighting two independent classification groups that combine separate, according to the target feature, classifications of interpretative norms. …”
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POWER DRIVEN SYNTHESIS OF COMBINATIONAL CIRCUITS ON THE BASE OF CMOS VLSI LIBRARY ELEMENTS by D. I. Cheremisinov, L. D. Cheremisinova

“…A problem of synthesis of multi-level logical networks using CMOS VLSI cell library is considered. …”
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The clinical method in geriatrics by Ángel Julio Romero Cabrera, Alfredo Darío Espinosa Brito

“…This article addresses the particular features of the clinical method and the steps to be followed when assisting the elderly.…”
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ECOLOGICAL HOMEORHESIS IN THE MECHANISM OF FORMATION OF ANTHROPONOSES VIRULENCE by A. V. Dubov

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THE EFFECTIVE PROCESS OF TRANSFORMATION OF UKRAINIAN ECONOMY by R. B. Popivniak, O. I. Shavalyuk

“…The features of transformation of economy of Ukraine are examined on the modern stage of its development, problems which arise up in the process of transformation are investigated, directions of optimization of socio-economic development are grounded on the basis of rationalization of transformation dynamics. …”
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Ensuring Competitiveness in the Conditions of the Planned System of Managing by V. A. Fedotov

“…The article is devoted to definition of the place of planned economy in modern structure of world reproduction of a product and formation of added value. Features of transposing of classical definitions of market economy on the planned system of managing are studied. …”
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