Comparative Analysis of Genetic Differences and Probiotic Characteristics of Human Gut-Dwelling Ligilactobacillus ruminis in Kashi, Xinjiang by YIN Tong, AN Meiling, LIANG Zhixuan, LU Yanzhuan, SUN Hailong, NI Yongqing

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A Validated RP-HPLC Method for the Determination of Recombinant Human Insulin in Bulk and Pharmaceutical Dosage Form by B. A. Moussa, F. Farouk, H. M. E. Azzazy

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Effect of Flaxseed Gum on the Microstructure and Physicochemical Properties of Starch in Frozen Dough by WANG Hongwei, LI Xiangjie, QIAO Jingyue, SHEN Huishan, ZHANG Yanyan, LIU Xingli, ZHAO Xuewei, ZHANG Hua

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Insider threat detection based on operational attention and data augmentation by Guanyun FENG, Cai FU, Jianqiang LYU, Lansheng HAN

“…In recent years, there has been an increased focus on the issue of insider threats.Insider threats are a major cause security breaches in organizations and pose an ongoing challenge.By analyzing the existing insider threat data, it was identified that the biggest challenge in insider threat detection lies in data imbalance and the limited number of labeled threat samples.In the Cert R4.2 dataset, which is a classic dataset for insider threat detection, there are over 3.22 million log data, but only 7,423 are marked as malicious operation logs.Furthermore, most of the operation types in the logs are not related to malicious behavior, and only two types of operations are highly correlated with malicious behavior, such as leaking company data, creating interference in the detection process.To address this challenge, a data processing framework was designed based on operational attention and data augmentation.Anomaly evaluation was first performed on operations by the framework, and operations with low anomaly scores were then masked.This makes the model better focus on operations related to malicious behavior, which can be considered as a hard attention mechanism for operations.Next, the characteristics of the insider threat dataset were analyzed, and three rules were designed for data augmentation on malicious samples to increase the diversity of samples and alleviate the substantial imbalance between positive and negative samples.Supervised insider threat detection was regarded as a time-series classification problem.Residual connections were added to the LSTM-FCN model to achieve multi-granularity detection, and indicators such as precision rate and recall rate were used to evaluate the model.The results indicate superior performance over existing baseline models.Moreover, the data processing framework was implemented on various classic models, such as ITD-Bert and TextCNN, and the results show that the methods effectively improve the performance of insider threat detection models.…”
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Application of Liquid Chromatography-Tandem Mass Spectrometry for the Detection of Paralytic Shellfish Poison in Bivalve Shellfish and Its Influencing Factors by DENG Yuxiang, WU Haiyan, XU Xizhen, ZHAO Huihui, TAN Zhijun, ZHENG Guanchao

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Competitiveness of Russian Universities in the Global System of Higher Education: Quantitative Analysis by D. A. Endovitsky, V. V. Korotkikh, M. V. Voronova

“…We obtained dataset for the study from the analytical materials of the British consulting company QS, as well as information and analytical materials from the results of monitoring the effectiveness of educational institutions of higher education in the Russian Federation.Conclusions. …”
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Hydration of Early Age Cement Paste with Nano-CaCO3 and SAP by LF-NMR Spectroscopy: Mechanism and Prediction by Haitao Zhao, Gaoyang Sun, Lu Yu, Kaidi Jiang, Xiaodong Chen, Ruiming Jia, Yi Wan, Shihai Li

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Mathematical model and its solution for water-altering-gas (WAG) injection process incorporating the effect of miscibility, gravity, viscous fingering and permeability heterogeneit... by Mohammad Yunus Khan

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ECONOMIC SANCTIONS AS A CONCEPT OF POWER POLITICS by I. N. Timofeev

“…Legal and economic literature study sanctions by means of legal norms analysis and their impact on economies, companies and corporations. However, this approach misses a political component, specially the one of coercion to comply with international norms or requirements of sanctions’ initiators. …”
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New Media Marketing Strategy Optimization in the Catering Industry Based on Deep Machine Learning Algorithms by Zikang Peng

“…Based on the development factors in the new media environment, combined with marketing theory, it puts forward suggestions for catering companies to use new media to carry out marketing planning in product innovation, improving information channels, creating network events and topics, and promoting innovation and health in the catering industry. …”
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Numerical Study of Leakage and Rotordynamic Performance of Staggered Labyrinth Seals Working with Supercritical Carbon Dioxide by Hao Cao, Wanfu Zhang, Lu Yin, Li Yang

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Performance assessment of a cogeneration system in a sugar cane factory using energy and exergy analysis by Mostafa Abouelsoud, Mohamed Y. Khalil, Ramadan Hefny Ali, Hussein M. Maghrabie

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To be agents or not to be agents, that is the question: the impact of the online platforms revolution on the notion of agency under EU competition law by Luca Villani

“…Value flew in a linear way from producers to consumers. Companies are nowadays increasingly shifting from the value chain model to a more complex business model, i.e. the platform model. …”
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Seismic Performance Evaluation of Building-Damper System under Near-Fault Earthquake by Xiaoli Wu, Wei Guo, Ping Hu, Dan Bu, Xu Xie, Yao Hu

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Nutrients Release from a Novel Gel-Based Slow/Controlled Release Fertilizer by H. Ding, Y. S. Zhang, W. H. Li, X. Z. Zheng, M. K. Wang, L. N. Tang, D. L. Chen

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Molecular Mechanism of Targeted Inhibition of Pancreatic Lipase and Cholesterol Esterase by Hempseed Peptides by YIN Hao, ZHU Jiangxiong, ZHAO Haiyun, ZHONG Yu, WANG Danfeng, DENG Yun

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Graphical Smooth Switching Control Method of Four-Switch Buck-Boost Converter in Fuel Cell Systems by Hongwei Feng, Yuanyuan Liu, Chunping Guo, Ye Li, Tai Li

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CONTINGENCY FACTORS AND MANAGEMENT ACCOUNTING PRACTICES OF LISTED MANUFACTURING FIRMS IN LAGOS STATE by Mustapha Abdulrasaq, Abdullahi Adio Babatunde, Isaac Biodun Ogunshola

“…Cross-sectional research design was employed to collect surveyed data from randomly selected 327 senior management staff of manufacturing companies in Lagos. The obtained data through closed-ended questionnaire was analyzed using descriptive statistics (proportion and measure of central tendency) and inferential statistics (multiple regression analysis) to estimate predictors. …”
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Effects of Housing Systems on Production Performance, Egg Quality, Tonic Immobility and Feather Score in Laying Hens by Mert Erek, Erdal Matur

“…Methods One hundred and twenty 42‐week‐old “Atak S” laying hens, purchased from a manufacturing company, were randomly assigned to 4 housing systems: conventional cages, furnished cages, deep‐litter system and free‐range. …”
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“Italy System” as a Case of Innovative Economic Diplomacy by R. O. Raynkhardt

“…The author looks into concrete mechanisms of economic diplomacy which basically include measures of national export promotion and assistance to Italian companies in the course of new markets penetration, as well as measures on attraction of foreign direct investment inter alia from developing countries. …”
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