Abnormal link detection algorithm based on semi-local structure by Haoran SHI, Lixin JI, Shuxin LIU, Gengrun WANG

“…With the research in network science, real networks involved are becoming more and more extensive.Redundant error relationships in complex systems, or behaviors that occur deliberately for unusual purposes, such as wrong clicks on webpages, telecommunication network spying calls, have a significant impact on the analysis work based on network structure.As an important branch of graph anomaly detection, anomalous edge recognition in complex networks aims to identify abnormal edges in network structures caused by human fabrication or data collection errors.Existing methods mainly start from the perspective of structural similarity, and use the connected structure between nodes to evaluate the abnormal degree of edge connection, which easily leads to the decomposition of the network structure, and the detection accuracy is greatly affected by the network type.In response to this problem, a CNSCL algorithm was proposed, which calculated the node importance at the semi-local structure scale, analyzed different types of local structures, and quantified the contribution of edges to the overall network connectivity according to the semi-local centrality in different structures, and quantified the reliability of the edge connection by combining with the difference of node structure similarity.Since the connected edges need to be removed in the calculation process to measure the impact on the overall connectivity of the network, there was a problem that the importance of nodes needed to be repeatedly calculated.Therefore, in the calculation process, the proposed algorithm also designs a dynamic update method to reduce the computational complexity of the algorithm, so that it could be applied to large-scale networks.Compared with the existing methods on 7 real networks with different structural tightness, the experimental results show that the method has higher detection accuracy than the benchmark method under the AUC measure, and under the condition of network sparse or missing, It can still maintain a relatively stable recognition accuracy.…”
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Detection of Residual Levels and Associated Health Risk of Seven Pesticides in Fresh Eggplant and Tomato Samples from Narayanganj District, Bangladesh by Md. Nur Alam, M. Alamgir Zaman Chowdhury, M. Sabir Hossain, Mohammad Mijanur Rahman, M. Abdur Rahman, Siew Hua Gan, Md. Ibrahim Khalil

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Acute Niclofolan Intoxication Led to Stillbirth: A Case Report by Li RF, Wang LF, Zhang HY, He MJ

“…Notably stillbirth was recorded for the first time as indicating its human reproductive toxicity. We also found that an oral therapeutic dosage as described in the literature was likely to lead to stillbirth. …”
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Awareness and Health-Seeking Behaviour Regarding Japanese Encephalitis in Kurnool: A Cross-Sectional Study by Karthik S Murthy, P Sudha Kumari, K Ravi Naik, M V S Nagaraju

“… Introduction Despite growing concerns over the emergence of Japanese encephalitis JE it remains poorly understood mainly because the problem has been approached in a compartmentalized manner with human health animal health policy design and implementation being examined in isolated silos.Aim To determine the level of awareness and health-seeking behaviour related to JE among residents of Sriramnagar Kurnool.Methodology This cross-sectional study was conducted among 100 participants selected using simple random sampling. …”
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ANTHROPODICY BY I.A. ILYIN by Ivan V. Makarov

“…Ilyin’s ontology and axiology, despite negative criticism, enriched Russian philosophical thought, his ethical views allowed us to approach the understanding of the philosophical awareness of the meaning of human existence and set the vector of development of society and the state. …”
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Providers' Perceptions of Challenges in Obstetrical Care for Somali Women by Jalana N. Lazar, Crista E. Johnson-Agbakwu, Olga I. Davis, Michele P.-L. Shipp

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Chaos Synergy, Geopolitics And Culture Explain History Of International Relations. A Critique of William Wohlforth by B. F. Martynov

“…It offers an alternative answer to the key question raised by Wohlforth – why humans continue to resort to such a self-destructive method of conflict resolution as war. …”
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Genome-scale metabolic modelling reveals interactions and key roles of symbiont clades in a sponge holobiont by Shan Zhang, Weizhi Song, Geogios Marinos, Silvio Waschina, Johannes Zimmermann, Christoph Kaleta, Torsten Thomas

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Bilateral Macular Roth Spots as a Manifestation of Subacute Endocarditis by Karolina Ceglowska, Katarzyna Nowomiejska, Agnieszka Kiszka, Michael J. Koss, Ryszard Maciejewski, Robert Rejdak

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How have Ontario Public Health units engaged with faith-based organizations to build confidence in COVID-19 vaccines among ethno-racial communities. by Kadidiatou Kadio, Melodie Yunju Song, Anna Karbasi, Denessia Blake-Hepburn, Shaza A Fadel, Sara Allin, Anushka Ataullahjan, Erica Di Ruggiero

“…Ensuring early and regular engagement with FBOs a priority strategy and devoting substantial resources (human, financial and duration) are both necessary to improve vaccine confidence and promote equity for ethno-racial groups.…”
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Transitional justice mechanisms and processes: international experience for restoring Ukraine’s sovereignty and national security by O. V. Cherviakova

“…Among the elements of transitional justice, the author identifies those whose implementation is appropriate and possible before the end of the active phase of the conflict in Ukraine: bringing to individual responsibility, recording, documenting and collecting evidence of crimes allegedly committed on the territory of Ukraine (including war crimes, crimes against humanity, genocide and the crime of aggression), cooperation with the International Criminal Court on international crimes, determining the procedure for bringing the top military and political leadership of the russian federation to justice (tribunal); establishing the circumstances of the conflict and recording them, which is especially important in the context of information and psychological operations and other methods of hybrid warfare used by the Russian Federation. …”
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Health Care System in Sudan: Review and Analysis of Strength, Weakness, Opportunity, and Threats (SWOT Analysis) by Ebrahim Mohammed Abdullah Ebrahim, Luam Ghebrehiwot, Tasneem Abdalgfar, Muhammad Hanafiah Juni

“…It needs to build on its qualified human work force, stress on its well-designed short and long-term strategies on health care system and the partnership with external funding institutions, while overcoming the challenges on creating the proper health information system, economic support system and centralization of health service and professionals.   …”
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Understanding Service Providers’ Competency in Knowledge-Intensive Crowdsourcing Platforms: An LDA Approach by Biyu Yang, Xu Wang, Zhuofei Ding

“…Knowledge-intensive crowdsourcing (KIC) is becoming one of the most promising domains of crowdsourcing by leveraging human intelligence and building a large labor-intensive service network. …”
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Centrifuge Model Test on the Settlement of Valley-Type Loess Filled after Construction and Subjected to Rainfall Infiltration by Jiwen Zhang, Jie Cao, Bo Li, Kunye Zhou, Xilin Lü

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Bioimpedance assessment of body composition in the first adulthood period of somatic types residing in highland by Kozuev Kadyr, Tulekeev Toktogazy, Dzholdubaev Sagynbek, Toichieva Zarina, Abdullaeva Zhypargul

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Archaeological heritage and problems of its preservation in Ghor province, Afghanistan by Aleksiejus Luchtanas

“…Therefore, a lot of archaeological monuments have never been localized and still are damaged by human actions or by nature, influenced by natural erosion. …”
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STUDI PENGEMBANGAN EKONOMI LOKAL TERKAIT INTERAKSI DESA-KOTA by ASEP HARIYANTO, HISTA YUGANDHINI

“…Factors to be driving at the same obstacle in the implementation of the LED Airguci centers include: human resources, capital, marketing and institutional. …”
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Theory and Numerical Analysis of Extreme Learning Machine and Its Application for Different Degrees of Defect Recognition of Hoisting Wire Rope by Zhike Zhao, Xiaoguang Zhang

“…ELM is characterized by the easier parameter selection rules, the faster converge speed, the less human intervention, and so on. In order to further improve the classification precision of ELM, an improved generation method of the network structure of ELM is developed by dynamically adjusting the number of hidden nodes. …”
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Surgical treatment of hepatic Echinococcus granulosus by Waldemar Patkowski, Maciej Krasnodębski, Michał Grąt, Łukasz Masior, Marek Krawczyk

“…Introduction : Infections caused by metacestode stage of the Echinococcus granulosus in humans result in disease named cystic echinococcosis. …”
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Efficacy and safety of ustekinumab in the treatment of moderate to severe plaque psoriasis in Singapore by Wai Sze Agnes Chan, Yisheng Wong, Hazel Hwee Boon Oon, Colin Thiam Seng Theng, Wei-Sheng Chong

“…Introduction: Ustekinumab is a human monoclonal antibody that binds to the p40 subunit of both interleukin (IL)-12 and IL-23, and it is approved for the treatment of moderate to severe plaque psoriasis. …”
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