Bearing Small Sample Fault Diagnosis based on Data Generation and Transfer Learning by Dinghui Wu, Qin Fang, Chuyi Wu

“…First， the source dataset is trained on the training network to obtain the source model， and then a small amount of drive-end data is used as the target dataset to fine-tuning to obtain the target model. …”
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Enhanced propionate and butyrate metabolism in cecal microbiota contributes to cold-stress adaptation in sheep by Xindong Cheng, Yanping Liang, Kaixi Ji, Mengyu Feng, Xia Du, Dan Jiao, Xiukun Wu, Chongyue Zhong, Haitao Cong, Guo Yang

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Branding process of cultural heritage in the context of rural revitalization in China: a case study of Qingtian County by Mei Zhang

“…The findings demonstrate that successful geographical brand development requires selecting the region’s typical cultural resources, including agricultural heritage, intangible cultural heritage, and foreign culture, and then transforming them into symbolic and cultural capital. …”
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Non-destructive identification of commercial jerky types based on multi-band hyperspectral imaging with machine learning by Yuanxi Han, Liang Li, Siyuan Jiang, Pengpeng Sun, Wenliang Wu, Zhendong Liu

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The implementation of the situational control concept of information security in automated training systems by A. M. Chernih, S. V. Fedoseev

“…Conditions of practical application of automated learning systems change over time and transform the situation of such a decision, and this leads to the use of situational control methods.When situational control is implementing, task of the protection of information in automated learning system is solved by the subsystem control and protection of information by distributing the processes ensuring the security of information and resources of subsystem elements of the automated learning system to meet changing conditions of operation.When the event, associated with the emergence of threats to the information security related to one of the elements of a situation to a variety of destabilizing factors is checked in the system, the formation of the base of alternative control actions sets of situational management is formed, then the sets of the admissible solutions of the situational control options are formed.The best solution provides an extremum of the objective function of situational control of information security.Results. …”
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Gene-Environment Interactions in Stress Response Contribute Additively to a Genotype-Environment Interaction. by Takeshi Matsui, Ian M Ehrenreich

“…To shed light on this problem, we genetically dissected an environment-specific poor growth phenotype in a cross of two budding yeast strains. This phenotype is detectable when certain segregants are grown on ethanol at 37°C ('E37'), a condition that differs from the standard culturing environment in both its carbon source (ethanol as opposed to glucose) and temperature (37°C as opposed to 30°C). …”
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A Preliminary Investigation into Heavy Metal Tolerance in <i>Pseudomonas</i> Isolates: Does the Isolation Site Have an Effect? by Alessandro De Santis, Antonio Bevilacqua, Angela Racioppo, Barbara Speranza, Maria Rosaria Corbo, Clelia Altieri, Milena Sinigaglia

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Construction on labor education platform based on RuoYi-Cloud by Zhang Jiaming, Zhou Jie, Zhou Beiping

“…Adopting microservice architecture, it realizes user-friendly interface and highly scalable back-end functions, optimizes system response time and resource utilization to ensure efficient system operation, and provides a good foundation for future functionality expansion with system flexibility and scalability. …”
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GENERATION AND COLLECTION OF TOBACCO AEROSOL FOR SHISHA by N. N. Bubnova, M. V. Shkidyuk

“…Qualitative characteristics of tobacco aerosol for shisha are determined by the functional purpose and depend on the component composition of the tobacco mixture and the coal used.The purpose of the research is to develop a methodology for the comprehensive assessment of tobacco for shisha based on modern methods of product quality control and includes the following steps:- monitoring of the studies to determine the component composition of the hookah mixture and the aerosol produced;- analysis of hookah mixture testing modes and development of an aerosol generation protocol;- development of a method for collecting aerosol on a laboratory smoking machine; - quantitative analysis of toxic analytes by HPLC MS / MS method.Methods have been developed for the machine generation and collection of tobacco aerosol for hookah, taking into account low concentrations of the analyzed toxic substances.The expediency of using the HPLC MS / MS method to determine the quantity of the following substances in tobacco aerosol for shisha has been substantiated:- carbonyl compounds (formaldehyde, acetaldehyde, acrolein) by detection on an electrospray source in the negative polarity mode- tobacco specific nitrosoamines (NNN and NNK) by detection on an electrospray source in the positive polarity mode.During the research laboratory and analytical equipment was used: a five-channel linear CERULEAN SM 405 smoking machine; Thermo Scientific Dionex UltiMate 3000 liquid chromatograph and TSQ Quantiva mass spectrometer.Obtaining experimental data on the quantitative determination of the component composition of the aerosol produced by tobacco for shisha using hookah systems is relevant for assessing toxic characteristics of the product.…”
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Investigating the AGN-neutrino connection with public IceCube data by Kuhlmann Julian, Capel Francesca

“…We present the first application of a newly developed hierarchical Bayesian analysis framework for the detection of point-like sources of high-energy neutrinos. …”
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Tailoring Fumaric Acid Delivery: The Role of Surfactant-Enhanced Solid Lipid Microparticles via Spray-Congealing by Yen-Chiu Tsai, Ling Chen, Maoshen Chen, Yun Ma, Fang Zhong, Fei Liu

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Polyphenolic Metabolites and Antioxidant Activities of Alpinia katsumadai Hayata. and Its Adulterants by DING Shuxian, YANG Qing, WANG Qinglong, WANG Zhunian, YUAN Langxing, FENG Shixiu,LIU Mengting, YIN Haiquan, ZHANG Aling, WANG Maoyuan

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Research note: Application of convolutional neural networks for feather classification in chickens by Jiajia Niu, Tong Li, Kunlong Qi, Yang Liu, Haixuan Deng, Yujia Hu, Dan Xu, Liuting Wu, Felix Kwame Amevor, Yingjie Wang, Gang Shu, Xiaoling Zhao

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Suitability of Utilization of Compositional Nutrient Diagnosis on Diagnosis of Foliar Nutrient in Litchi and Longan by Yongcong ZHU, Donglin LUO, Cuihua BAI, Lixian YAO

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Effects of acid mine drainage on microbial community development and physicochemical properties of mine contaminated sites in Southwest China by Shihong Zhang, Pan Wu, Jian Zhang, Qiang Li, Chuan Luo

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Data‐sharing strategies in medical consortium based on master‐slave multichain and federated learning by Bohan Kang, Ning Zhang, Jianming Zhu

“…Meanwhile, by quantifying the utility function and the optimization constraint of participants, this paper designs the cooperative incentive mechanism of medical consortium in multi‐leader Stackelberg game to solve the optimal decision and pricing selection of the master‐slave multichain. …”
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Progress Analysis and Development Prospects of Soil Ecological and Environmental Effects of Interlayer Construction by JIA Zhenjiang, WU Yangyang, LI Wangcheng, MA Dongxiang, CHEN Jihong, GAO Susu, NIU Xiaoxiao, XU Tianyuan

“…[Results] Interlayer construction could improve soil structure, nutrient content, ecosystem service functions, and agricultural production efficiency, but the responses process to interlayer mode selection and farmland management measures have shown differences. …”
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Effects of planting patterns on physicochemical properties, metabolites and microbial community structure of rhizosphere soil in perennial cultivated grassland by Xiaofang Zhang, Chunping Zhang, Yuzhen Liu, Lian Huo, Zengzeng Yang, Yongshang Tong, Xue Zhang, Zehang Yu, Xiaoxia Yang, Quan Cao, Quanmin Dong

“…These results show that the new niche differentiation between different species in mixed grassland stimulates the secretion of trehalose and valine, which further affects the fungal community structure and enhances the soil nutrients and ecological functions of degraded grasslands. These findings will guide the restoration of degraded grasslands around Qinghai Lake and the selection of planting strategies to improve local sustainable grassland productivity.…”
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Features of the species composition based on the trophic analysis of artificial woody plantations of the Kryvyi Rih mining and industrial district by Maksym Kvitko, Olena Lykholat, Tetyana Lykholat, Mykhailo Holubiev, Yuriy Lykholat

“…It does not reach the optimal level when forests have the most positive effect on the climate, soils, and water resources, mitigate the consequences of erosion processes. …”
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Developing a novel layer network structure for a LSTM model to predict mean monthly river streamflow by Amin Gharehbaghi, Redvan Ghasemlounia, Shahaboddin Daneshvar, Farshad Ahmadi

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