Graph neural networks embedded with domain knowledge for cyber threat intelligence entity and relationship mining by Gan Liu, Kai Lu, Saiqi Pi

“…Finally, the fused features are processed using the GlobalPointer algorithm to generate both the threat entity type matrix and the threat entity relation type matrix, thereby enabling the identification of threat entities and their relationships. …”
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Genome-Wide Identification of the GPAT Family in <i>Medicago sativa</i> L. and Expression Profiling Under Abiotic Stress by Jianzhi Ma, Mingyang Du, Huiyan Xiong, Ruijun Duan

“…Alfalfa (<i>Medicago sativa</i> L.) is one of the most significant leguminous forages globally; however, its growth process is frequently exposed to environmental stress, giving rise to issues such as impeded growth and decreased yield. …”
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Another gap on the rota: a scoping review of attrition from specialty training in secondary care by Gillian Vance, Bryan Burford, Megan E L Brown, Hannah Gillespie, Nicola Brennan

“…Despite a competitive selection process, a substantial number of doctors leave specialty training (ST) programmes prematurely. …”
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CONTENT OF MODERN EDUCATION: CHOICE OF THE PATH by V. A. Testov

“…Modernization of education and formation of its content according to modern realities and the prospects of society development appear to be the most acute issues since the future of the country depends on their decision. …”
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The SWIS trial: Protocol of a pragmatic cluster randomised controlled trial of school based social work. by David Westlake, Philip Pallmann, Fiona Lugg-Widger, Donald Forrester, Stavros Petrou, Shahd Daher, Linda Adara, Laura Cook, Kim Munnery, Verity Bennett, Philip Smith, James White

“…The study also includes an economic evaluation, and an implementation and process evaluation. Social care outcomes will be measured in July 2022, and educational outcomes will be measured in July 2023. …”
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A review of the research progress of ammonia combustion enhancement technology by ZHANG Yu, ZHAO Yijun*, ZENG Guang, ZHANG Wenda, ZHANG Linyao, SUN Shaozeng

“…Under the guidance of the "double carbon strategy", as a new type of zero-carbon fuel, ammonia has gradually attracted attention. To solve the issues of ignition, low flame speed, and narrow flammable range of ammonia combustion, from the basic combustion characteristics, we summarize the effects of enhanced combustion technologies such as improving fuel activity (blending with other fuels and oxygen-enriched combustion), heat-mass transfer enhancement, and auxiliary combustion technologies on flame propagation, and explore the mechanism of the enhanced combustion process. …”
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YOLORM: An Advanced Key Point Detection Method for Accurate and Efficient Rotameter Reading in Low Flow Environments by Huang Yong, Xia Xing, Xiao Shengwang

“…The proposed YOLORM model has the potential to significantly enhance safety and efficiency in industrial production processes.…”
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As origens da rede de serviços de atenção básica no Brasil: o Sistema Distrital de Administração Sanitária The origins of the basic healthcare system in Brazil: the District System... by Carlos Eduardo Aguilera Campos

“…The emergence and consolidation of sanitation organization was the result of a political process based on an idea of meeting the needs perceived in a given historical context. …”
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Numerical Simulation and Microscopic Stress Mechanism for the Microscopic Pore Deformation during Soil Compression by Gaoliang Tao, Wan Peng, Henglin Xiao, Xiaokang Wu, Yin Chen

“…All the results indicated that the microscopic stress distribution of clay is not uniform on the compaction process. The larger the pore size is, the bigger the compression stress on both sides and the greater the bending deformation of upper part of the pore is, which leads to the deformation of larger pores which is bigger than that of smaller pores. …”
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P2TP2A Banda Aceh's Efforts in Developing Victims of Child Sexual Violence by Zahratun Aini, Kasmil S. Abdulwahid

“…Therefore, pusat pelayanan terpadu pemberdayaan perempuan dan anak (P2TP2A) is an institution that has authority over issues related to the deprivation of the rights of women and children. …”
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Analysis of junior servers approaching a senior server in the multi-server queueing-inventory system by K. Jeganathan, V. Anzen Koffer, K. Prasanna Lakshmi, N. Anbazhagan, Gyanendra Prasad Joshi, Woong Cho

“…The junior servers sometimes face difficulties while providing the service to the customers. To tackle the issues, junior servers need guidance from the senior server. …”
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Physical and Mechanical Properties of Powder Injection Moulded 316L Stainless Steel–Titanium–Copper Alloy by Lucas Lim Sheng Onn, Faiz Ahmad, Saad Ali

“…The main reason behind the different sintering atmospheres is to prevent the oxidation of copper, which easily forms under a small presence of oxygen, and it can affect the particle bonding during the sintering process, which subsequently affects the characteristics of the alloy. …”
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Physical property-aware multi-UAV spatial coordination for energy-efficient mobile edge computing by Fengling Huang, Xuqi Su, Quanbao Wang, Fusen Guo

“…However, the three-dimensional deployment and trajectory decision of UAVs remain challenging due to their highly non-convex and complex process characteristics. Existing methods often face scalability limitations, hindering their applicability to collaborative tasks as the number of UAVs increases. …”
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Delineations for Police Patrolling on Street Network Segments with <i>p</i>-Median Location Models by Changho Lee, Hyun Kim, Yongwan Chun, Daniel A. Griffith

“…Additionally, the model with NKDCE results in an improved workload balance among delineated areas for police patrolling activities, thus supporting more informed spatial decision-making processes for public safety.…”
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Simulation of reasonable shut-in time for shale oil after volume fracturing by LIAO Kai, ZHANG Shicheng, XIE Bobo

“…To address issues such as the significant variance in shut-in effects between wells and the unclear effectiveness and timeliness of shut-ins during fracturing in shale formations, a numerical model integrating fracturing, shut-in, and production processes was developed. …”
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A chronicle of crises and emergencies: (dis)continuity of care for Syrian refugee children with neglected non-communicable diseases in Lebanon by Molly Gilmour, Ibrahim R. Bou-Orm

“…Participants shared insights into operational challenges, decision-making processes, and the lived experiences of navigating Lebanon’s collapsing health system. …”
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EVOLUTION OF THE MARKETING PARADIGM: A NEW VISION by G. V. Astratova, O. A. Rushchitskaya

“…Kuhn in relation to the marketing theory was confirmed.Practical significance: the main provisions and conclusions of the article can be used in research and teaching, in considering the conceptual issues of the evolution of the notion and essence of marketing as a system of scientific knowledge. …”
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A Novel Biclustering Algorithm Based on Differential Sparsity Constraints and Dynamic Graph Regularization for Cancer Gene Expression Data by Dan Li, Peicong Song, Jia Wang

“…On the other hand, to ensure that the graph adjacency matrix can be synchronously updated with expression data during the iterative solution process, a dynamic graph updating strategy based on the change of singular value is designed. …”
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Improving drug–target affinity prediction by adaptive self-supervised learning by Qing Ye, Yaxin Sun

“…The first difficulty lies in the phenomenon of sample mismatch: self-supervised learning processes drug and target samples independently, while actual prediction requires the integration of drug-target pairs. …”
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Analysis and improvement of the methodology of estimation of strength of threaded joints of shoe upper parts by Natalia N. Pryanik, Vilia D. Borozna, Alexander N. Burkin

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