Malicious Traffic Detection on Tofino Using Graph Attention Model by Xichang Gao, Lizhuang Tan, Shengpeng Chen, Peiying Zhang, Jian Wang

“…With the surge of malicious traffic in networks, existing detection methods struggle to balance real-time performance and efficiency. …”
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SELECTION OF DESIGN SERVO-DISTRIBUTOR PARAMETERS USING MULTI-FACTOR CALCULATIVE EXPERIMENT by S. L. Goravski, E. Y. Strok, L. D. Belchik

“…The paper considers improvement of dynamic properties of servo-distributor using mathematical modeling method.  Design parameters of  the  distributor  that  ensure  its  high  efficient operation have been determined with the help of  multi-factor calculative for non-linearity criteria of velocity characteristic.…”
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Analysis and Prediction of Wear in Interchangeable Milling Insert Tools Using Artificial Intelligence Techniques by Sonia Val, María Pilar Lambán, Javier Lucia, Jesús Royo

“…This method ensures greater efficiency and accuracy than conventional techniques, providing a scalable, resource-efficient solution for reliable and insightful tool wear predictions. …”
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Deep Learning-Based FSS Spectral Characterization and Cross-Band Migration by Lei Gong, Xuan Liu, Pan Zhou, Liguo Wang, Zhiqiang Yang

“…In response, researchers have developed deep learning-based approaches for FSS design, highlighting their advantages in terms of high efficiency and low resource consumption. However, these methods are typically confined to designing FSSs within the spectral ranges defined by their datasets, significantly limiting their applicability. …”
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Identifying the essential preconditions for implementing chain hospitals in Iran: a qualitative study by Ali Vafaee Najar, Marziye Zarqi, Elaheh Hooshmand

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Research of Braking Stability for Heavy Duty Wet Brake based on System Stability Degradation Algorithm by Xia Xiaohui

“…Through this method,the efficiency of product design is greatly improved,the blindness of design is reduced,and play an important role in improving the production efficiency of the enterprise.…”
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Pilot study evaluating lipoma reduction with injected physiologic ice slurry by Kristen K. Arango, Cheryl A. London, William M. Karlin, Jacqueline Milton Hicks

“…Future studies could explore using coolants with more sustained coolant function and multiple injections to promote more efficient tumor reduction.…”
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Fabrication of chitosan/CuO/grape seed extract biocomposite exhibiting synergistic antioxidant and antibacterial activity by Samar Mohammed Abd Alelah, Muthanna O. Hussein, Atheer A. Khashan

“…The unique characteristics of nanomaterials will be utilized to provide efficient treatments for resistant bacterial strains. …”
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INVESTIGATION AND DEVELOPMENT OF CONSUMER PROPERTIES OF BALSAM BASED ON LOCAL RAW MATERIALS by Popova D.G., Titorenko E.Y., Poznyakovskiy V.M.

“…This way proves to be the most efficient and economically rational as well as acknowledged at the state level by the Decrees of President and Resolutions of the Government of the Russian Federation. …”
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A spatial clustering-based approach to design monitoring networks of infectious diseases: a case study of hand, foot, and mouth disease by Shuting Li, Yuanhua Liu, Ke Li, Zengliang Wang, Michael P. Ward, Wei Tu, Jiayao Xu, Rui Yuan, Lele Zhang, Na Wang, Jidan Zhang, Yu Zhao, Henry S. Lynn, Zhaorui Chang, Zhijie Zhang

“…Conclusions SCSS proved to be more accurate and stable than traditional methods, which overlook spatial information. This method offers a valuable reference for future design of monitoring networks for infectious diseases exhibiting spatial autocorrelation, enabling more efficient and cost-effective surveillance. …”
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InSAR Phase Unwrapping Algorithm Based on Deep GAN by Chenxia Wang, Pingli Sun, Zheng Li, Linlin Tang

“…The synthesis algorithm makes full use of the advantages of the branch cutting method and the finite element method. The phase reliable region and unreliable region are determined, and the transmission of phase error from the unreliable region to reliable region is effectively avoided. …”
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The Effect of Iron Deficiency Stress on the Relative Expression of ZIP3, ZIP6, and ZIP7 Genes in Bread Wheat (Triticum aestivum L.) Cultivars by Saeed Rezaei Musa Dargh, Babak Abdollahi Mandoulakani, Raheleh Ghasemzadeh

“…Considering the important role of ZIP proteins in iron uptake efficiency, investigating the expression of the ZIP genes in Fe-efficient and -inefficient bread wheat cultivars can be effective in improving Fe-efficient cultivars in this valuable crop. …”
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Reservoir for energy purposes on the Chon-Kemin river by Frolova Galina, Yershova Natalia, Askaraliev Bakytbek, Uulu Esenbek Belek, Sharsheev Ermek, Omurzakov Kanat

“…The study is driven by the necessity to optimize water supply from the river to a mini-hydroelectric power plant's (mini-HPP) diversion canal. Methods include the analysis of water pollution levels, potential algae formation, and silt clogging challenges to determine the design parameters that will ensure efficient and reliable water resource utilization. …”
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About managing the number of simultaneously functioning software robots of different types by A. S. Zuev, D. A. Leonov

“…The use of mathematical methods for solving this problem opens up opportunities for expanding the functional capabilities of robotic process automation platforms, as well as increasing their economic efficiency to create competitive advantages by optimizing the use of IT infrastructure components.…”
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Pedagogical management in the digital educational environment: Theoretical aspect by S. S. Kulikova, O. V. Yakovleva

“…Theoretical and empirical research methods were used. The online survey method formed the basis of the research. …”
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Die Grenzempfindlichkeit bildaufzeichnender Systeme by W.F. Berg

“…Thus light is absorbed more efficiently and spreads less widely in the film. In this way the performance of films as determined by their sensitivity for a given resolving power has more than doubled during the last 15 years, and the cost of photography has been reduced to one quarter in real terms. …”
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Complementary Configuration and Optimal Energy Flow of CCHP-ORC Systems Using a Matrix Modeling Approach by Wencong Huang, Yufang Chang, Youxin Yuan

“…To further improve the using efficiency of the excess thermal energy, an active method, which adds the organic Rankine cycle (ORC) equipment in the CCHP system, is configured. …”
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Study on the causal relationship and optimise the extraction procedure of herbal preparation from <i>Herba Mimosae pudicae</i>, <i>Folium Erythrinae variegatae</i>, <i>Cortex Cinna... by Oanh - Hoang Hua, Van- Thi- Thanh Nguyen, Nam- Van- Ho Phan, Kiet- Khang Chung, Quyen- Hong- To Duong

“…The content of mimosine and coixol was determined using the high-performance liquid chromatography (HPLC) method. …”
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Intelligent identification of the acoustic emission characteristics and crack propagation states during of coal failure based on the NRBO-XGBoost model by Tianjun ZHANG, Xinshuang CAO, Shuang SONG, Suinan HE, Yilun XUE, Guoying LIU, Juntao CHEN

“…However, the current identification methods based on the physical quantities of acoustic emission suffer from slow speeds and low efficiency, failing to meet the demand for safe, efficient, and intelligent mining of coal mines. …”
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The Use of Large Language Models for the Analysis of Professional Competencies in the Regional Labor Market of the Republic of Belarus by I. N. Kalinouskaya

“…Detailed skill profiles for each professional group are formed, clusters of complementary competencies are identified, and stable combinations of skills required in various professional fields are determined. High efficiency of using large language models for the tasks of extracting information on competencies from unstructured text descriptions of vacancies is demonstra­ ted with accuracy and completeness indicators exceeding 85%. …”
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