Design of an improved model using federated learning and LSTM autoencoders for secure and transparent blockchain network transactions by R. Vijay Anand, G. Magesh, I. Alagiri, Madala Guru Brahmam, Balamurugan Balusamy, Chithirai Pon Selvan, Haya Mesfer Alshahrani, Masresha Getahun, Ben Othman Soufiene

“…Our proposed framework is effective according to the interim outcomes where the aggregation of local models occurred without data leakage, detected anomalies very efficiently, managed models very transparently, with privacy of data at a very high level, and easily detected fraudulent transactions. …”
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Emprendimientos deportivos: Caso Subregión Sabana, Departamento de Sucre, Colombia (Sport entrepreneurship: Sub-region Sabana, Department of Sucre, Colombia) by José Ramón Sanabria Navarro, Yahilina Silveira Pérez, Lisbet Guillen Pereira, Digna Dionisia Pérez Bravo

“…The results showed that the quality of the service is linearly and positively related to the efficiency of the service and the work environment demonstrating differences between the perception of the client and the entrepreneur about physical activity. …”
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Optimizing synbiotic formulations with Ligilactobacillus salivarius BF17 for enhanced gut health in Murrah buffalo calves by Antony Johnson Thanippilly, Sachin Kumar, Vinay Venkatesh Varada, Sravani Balaga, Goutam Mondal, Nitin Tyagi, Ashis Kumar Samanta

“…The findings revealed significant differences (P < 0.05) in prebiotic utilization by probiotic bacteria. …”
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Problems of Regional Identification of Production Losses from the COVID-19 Pandemic and their Solutions in the System of International Statistical Standards by A. B. Dukhon, O. I. Obraztsova, N. D. Epshtein

“…The approved list of such types of activities over the past 2 months has been repeatedly adjusted by the Government of the Russian Federation, taking into account the recommendations of experts and proposals of business-structures, in order to ensure the highest efficiency and targeted state support for manufacturers. …”
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The Spatial–Temporal Evolution and Impact Mechanism of Cultivated Land Use in the Mountainous Areas of Southwest Hubei Province, China by Zhengxiang Wu, Qingbin Fan, Wen Li, Yong Zhou

“…However, from 2005 to 2018, the relative rate of change decreased in all counties and cities compared to the previous period; (5) since 1980, nearly 50% of the cultivated land in Enshi Prefecture has undergone land classification conversion, with frequent shifts between different land classes; and (6) economic development, population growth, capital investment, food production, and production efficiency are the dominant socioeconomic factors driving changes in cultivated land use in Enshi Prefecture. …”
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Silicon seed inoculation enhances antioxidants, physiology and yield of hybrid maize under heat stress by Sajid Munawar, Rao Muhammad Ikram, Reimund P. Roetter, Ijaz Hussain, Muhammad Afzal, Abdel-Halim Ghazy, Saeed Ahmad, Muhammad Habib-ur-Rahman

“…Six maize hybrids were tested at different heat stress levels (T1 = control; T2 = 40 °C ± 3 and T3 = 45 °C ± 3 for a period of 6 h per day) at six leaf growth stage (V6) in the glasshouse. …”
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DETERMINATION OF SOME PHYSICAL AND CHEMICAL PROPERTIES OF PECTIN SUBSTANCES FROM THE SOLVENT CAKE OF TAGETES PATULA L. INFLORESCENCES by N. M. Chervonnaya, I. I. Kharchenko, S. L. Adzhiakhmetova, L. P. Mykots, O. A. Andreeva, E. T. Oganesyan

“…Fractioning of the obtained polysaccharide complexes showed that efficiency of the pectin substances amounted to 2.2%. …”
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Improved crop row detection by employing attention-based vision transformers and convolutional neural networks with integrated depth modeling for precise spatial accuracy by Hassan Afzaal, Derek Rude, Aitazaz A. Farooque, Gurjit S. Randhawa, Arnold W. Schumann, Nicholas Krouglicof

“…The proposed workflow offers a robust solution for automating field operations, optimizing resource efficiency, and improving crop productivity.…”
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Subsection amplification cyclic deterioration mechanism of creep damaged coal by Yangyang LI, Shichuan ZHANG, Baotang SHEN, Yadong XU, Jinming DANG, Jiaqi HOU

“…The strength characteristics and cumulative damage characteristics of coal in different stress intervals under cyclic load are analyzed. …”
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Numerical simulation optimization analysis and field test for large deformation control of soft rock in Tabaiyi Tunnel by Jieli LI, Jiaguo ZHANG, Quansheng CHEN, Rui AO, Jihao SUN, Pengxiao GUAN

“…Field test, the meter-level asymmetric deformation control results and numerical solutions for analysis and comparison, that the NPR anchor network and three-dimensional steel arch support system can solve the water-rich peripheral rock, mud, broken and local high-pressure water influx of engineering and technical problems, to get the NPR anchor cable as the core of the different support process of the coupled support parameters of the tunnel peripheral convergence under the deformation of the evolution of the law.…”
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COVID-19 Pandemic: Global Reset of Political and Economic Fostering by S. S. Zhiltsov

“…The steps taken have yielded shortterm positives in different countries. At the same time, they demonstrated the limited resources and low efficiency of measures to overcome the consequences of the COVID-19 pandemic. …”
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Characterization of crude polyphenol oxidase isolated from Camellia sinensis var. assamica cv. Mengku by WU Mengyao, HUANG Yingjie, YAO Yanni, HUANG Youyi

“…Mengku, show visible differences with other varieties. This may be caused by discrepancy of protein structure, and lead to suitability for manufacture of tea varieties.…”
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Image-based and textbook-based virtual reality training on operational skills among junior residents: a proof of concept study by Wan-Ni Lin, Hai-Hua Chuang, Yi-Ping Chao, Li-Jen Hsin, Chung-Jan Kang, Tuan-Jen Fang, Hsueh-Yu Li, Li-Ang Lee

“…There were no significant differences in knowledge gain, cognitive load, or HRV between the two modules. …”
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The expression landscape and clinical significance of methyltransferase-like 17 in human cancer and hepatocellular carcinoma: a pan-cancer analysis using multiple databases by Yezhou Ding, Mingyang Feng, Wanqing Chi, Xiaoyin Wang, Baoyan An, Kehui Liu, Shike Lou, Xiaolin Wang, Hui Wang

“…Ultimately, we constructed a METTL17-related risk-score model of HCC and validated its prognostic classification efficiency. Survival rates were calculated using the Kaplan-Meier method. …”
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Shift work and workplace violence on healthcare workers' physical and mental health: The mediating role of job burnout by Zheng ZHANG, Huijie XU, Yusheng TIAN, Jiansong ZHOU

“…This not only affects the physical and mental health of healthcare workers but may also negatively impact the quality of patient care and the efficiency of medical services. ObjectivesTo analyze the pathways through which shift work and workplace violence affect healthcare workers' self-rated health and depression symptoms, explore potential mediating role of job burnout, and conduct subgroup analyses to reveal differences among various groups. …”
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Regulatory Mechanism of C1q-Like Protein 4 in Characteristics of Breast Cancer Stem Cells by Xiao LI, Shenglin ZHANG, Chanchan HU, Lu BAI, Fan XU

“…MethodsqRT-PCR was used to detect the expression of C1ql4 in breast cancer and normal breast epithelial cell lines, as well as to verify the transfection efficiency of C1ql4. Western blot analysis was employed to examine the phosphorylation levels of AKT, IKK, and IκB in different groups. …”
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Quantification of selected SDGs in the context of China's climate mitigation pathway by Chen-Min He, Ke-Jun Jiang, Yu-Jie Jiao, Pian-Pian Xiang, Xiang-Yang Xu, Wei-Yi Jiang

“…According to the results of the selected SDGs, under the mitigation pathway for China, it could also pave the way for sustainable development in not only energy supply side (growing of clean and low-carbon energies), but also energy demand side, including industry (optimizing material/resource utilization efficiency), building (improving proportion of population with clean energies and technologies), and transport sectors (increasing traffic turnover). …”
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Total mixed ration enhances nutrient digestibility, blood biochemical parameters and faecal microbial diversity in horses by Hongxin Jing, Pengshun Liu, Shengchen Zheng, Ketao Cao, Xiaobin Li

“…Abstract Background Total Mixed Ration (TMR) is recognized for its balanced nutritional composition, improved feed efficiency, enhanced animal production, and stabilization of the gastrointestinal microbiome. …”
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Emerging blaNDM-positive Salmonella enterica in Chinese pediatric infections by Yefang Ke, Zhe Zhu, Wenbo Lu, Wenyuan Liu, Lina Ye, Chenghao Jia, Min Yue

“…The closest relative of NBFE-049 was clinical Salmonella strain 1722, which was recovered in 2020 and differed by only three Single Nucleotide Polymorphisms (SNPs). …”
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Application of the Method of Problem Learning in the Study of the Discipline “Information Security” by V. A. Sizov, D. M. Malinichev, Kh. K. Kuchmezov, V. V. Mochalov

“…The presented solution to the problem situation in the considered task requires from the trainees general cultural competencies, such as: identifying contradictions, colliding opposing points of view, comparing facts, considering the problem from different points of view, generalizing, concretizing facts, etc.Conclusions. …”
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