Study on Water Quality Inversion Model of Dianchi Lake Based on Landsat 8 Data by Jiaju Cao, Xingping Wen, Dayou Luo, Yinlong Tan

“…Efficient, comprehensive, continuous, and accurate monitoring of organic pollution in lakes can provide a reliable basis for water quality assessment and water pollution prevention This paper takes Dianchi Lake as the research object, aiming at the four important water quality indexes of permanganate index (COD), dissolved oxygen (DO), hydrogen ion (pH), and ammonia nitrogen (NH3-N); based on the correlation analysis of Landsat 8 data and measured water quality data, an inversion model is constructed to obtain the spatial distribution of the four indexes. …”
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Expression Profiles of Differentially Expressed Circular RNAs and circRNA–miRNA–mRNA Regulatory Networks in SH-SY5Y Cells Infected with Coxsackievirus B5 by Jing Li, Heng Yang, Huaran Shi, Jihong Zhang, Wei Chen

“…Additionally, RT-qPCR was used to validate the RNA-seq data, and a circRNA–miRNA–mRNA interaction network was constructed based on two circRNAs, such as hsa_circ_0008378 and novel_circ_0014617, which were associated with the regulation of innate immune response in host cells. …”
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Visual Analysis of E-Commerce User Behavior Based on Log Mining by Tingzhong Wang, Nanjie Li, Hailong Wang, Junhong Xian, Jiayi Guo

“…Secondly, a hierarchical system of data warehouse is constructed in Hive, and each layer of log data is effectively mined and multidimensionally analyzed with the help of log mining technology. …”
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Classifying Economic Areas for Urban Planning using Deep Learning and Satellite Imagery in East Africa by Davy Uwizera, Dr. Charles Ruranga, Prof. Patrick McSharry

“…Recently East African cities have been developing at a fast pace by building new infrastructure and constructing innovative economic zones. Moreover with increased urban population, cities have been expanding in multiple directions affecting the overall distribution of areas with economic activity. …”
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Influence of the Branched Structure of Polyoxyethylene Units in Nonionic Surfactants on the Wettability of Anthracite: A Combined Modeling and Experimental Study by Xuanlai Chen, Guochao Yan, Guang Xu, Xianglin Yang, Jiajun Li, Xuyang Bai

“…The macromolecular model of Jincheng anthracite with 55 different components (C7730H3916O133N123S25) was constructed. Lauryl polyoxyethylene ether C12(EO)20 and Tween 20 were selected. …”
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Proposal of a generic model to predict the time to reject low acid fruit pulps contaminated by Byssochlamys fulva by Paulo Ricardo Santos da Silva, Michele Bertoni Mann, Isabel Cristina Tessaro, Ligia Damasceno Ferreira Marczak

“…A mathematical model was constructed to quantify the effect of these factors on the growth kinetics of this fungus and on the time to spoil the product, using linear model and Gibson-type model. …”
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Influence of We Media Information Dissemination on Public Emotional Cognition and Behavior under Government Responsibility Constraint by Rongjian Xie, Dongju Liu, Yucai Jia, Peiyun Zhang

“…From the three aspects of opportunity, motivation, and control methods, this paper analyzes the relevant stakeholders and their relationships in the process of We Media information dissemination. It constructs a tripartite evolutionary game model of government, We Media, and public participation, which focuses on the analysis of the equilibrium point of the game model and carries out simulation experiments to explore the influence of government responsibility constraints on the evolution results. …”
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PAI-1 Expression Is Required for HDACi-Induced Proliferative Arrest in ras-Transformed Renal Epithelial Cells by Stephen P. Higgins, Craig E. Higgins, Paul J. Higgins

“…The transfection of ras-transformed cells with the Rc/CMVPAI expression construct, moreover, significantly elevated constitutive PAI-1 synthesis (10- to 20-fold) with a concomitant reduction in proliferative rate. …”
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Blockchain-Based Electronic Health Record: Systematic Literature Review by Nehal Ettaloui, Sara Arezki, Taoufiq Gadi

“…Electronic health records (EHRs) represent an innovative approach to constructing a distributed data analysis framework for managing health data within its original location. …”
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A Multipolar World: A Modern Political Agenda by Aslanbek H. Denilkhanov

“…In modern conditions of the global trend towards multipolarity, alliances of states are being created, focused on preserving self-identity and constructive dialogue with all those who recognize it. …”
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Cloud architecture data center network abnormal traffic filtering algorithm based on improved grey clustering algorithm by Xuefeng ZHOU, Qiang XU, Yanting TAN, Jiayi LANG, Hang JING, Zhiqiang ZHAO

“…To avoid abnormal traffic affecting the safe operation of the cloud architecture data center network, it was necessary to filter the abnormal traffic of the cloud architecture data center network.The difficulty of filtering abnormal traffic varies under different signal-to-noise ratios and channel conditions.In order to ensure the filtering effect of abnormal traffic under different filtering conditions, a cloud architecture data center network abnormal traffic filtering algorithm based on improved grey clustering algorithm was proposed.A network traffic transmission model was built for cloud architecture data centers through time-frequency analysis, and network traffic sequences were collected.Weighted generalized distance was introduced to improve the grey clustering algorithm, and the improved grey clustering algorithm was used to calculate the optimal clustering results of network traffic sequence features, achieving traffic sequence feature extraction.The principal component eigenvalues of traffic sequence features were obtained through principal component analysis, two subspaces were constructed, and traffic features were mapped in a matrix manner to the two subspaces.Abnormal traffic was filtered based on the square prediction error of the mapping period vector and the threshold calculation results.The experimental results show that this algorithm can achieve feature extraction of data center network traffic sequences through clustering, effectively filtering abnormal traffic under different signal-to-noise ratios and channel conditions.When the signal-to-noise ratio of the network was 25 dB and the traffic was transmitted in a Gaussian channel, the filtering effect of abnormal traffic was more prominent.…”
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Efficient recognition of Parkinson’s disease mice on stepping characters with CNN by Yunsong Luo, Yiqi Huang, Guangzhan Fang, Ningping Tan, Yezhong Tang

“…This study aims to enhance the accuracy of early diagnosis of PD through non-invasive methods, with the goal of enabling earlier intervention in the disease process. To this end, we constructed an open-field environment using flexible sensors under dark conditions, conducting experiments on a mouse model of Parkinson’s disease alongside a normal control group. …”
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Prospective Study of lncRNA NORAD for Predicting Cerebrovascular Events in Asymptomatic Patients with Carotid Artery Stenosis by Yan Fan, Yan Ma, Rui Wang, Lili Wang

“…NORAD was independently related to the occurrence of cerebrovascular events (HR = 2.435, P  = .003). a logistic regression risk model for predicting cerebrovascular events was constructed with the parameters including NORAD, TC and LDL. …”
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Influence of Roadway Cross-Section Shape on Gas Explosion Shock Wave Law in U-Type Ventilation Working Faces by Jiajia Liu, Mengqi Shen, Shouqi Chen, Ming Yang

“…In order to study the propagation law of gas explosion shock wave in working face, the numerical simulation study was carried out by using Fluent simulation software combined with the actual situation of gas explosion in #415 working face of Chenjiashan Coal Mine in Shaanxi Province. By constructing a three-dimensional mathematical and physical model, a simulation study of the upper-corner gas explosion was carried out. …”
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The reaction of the social security systems of the European Union and the united states of America to financial crises: proposals for using the experience in Russia by V. A. Kalabin

“…When conducting the study, the following methods have been used: analysis, induction, measurement, comparison, computational and constructive, statistical and economic. The main results of the study include identification of the basic channels for the transition of a financial crisis into a social one, and assessment of the fiscal impulses of the European Union countries, United States of America, and Russia in order to mitigate the negative shocks of financial crises. …”
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AN APPLICATION OF UTAUT2 MODEL IN EXPLORING THE IMPACT OF QUALITY OF TECHNOLOGY ON MOBILE INTERNET by Amra Kraljić, Almir Peštek

“…The model was adapted with a construct Quality of Technology (QT) represented by four variables. …”
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Application of Crisis Management Principles in Earthquake-Stricken Urban Areas by Hamedreza Sobhi, Mahmoud Rahimi, Mehdi Ravanshadnia

“…Therefore, the main purpose of this article is to try to explain the components and constructive characteristics of resilience and determine the share of factors affecting resilience in crisis management in Tehran’s 15th district. …”
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A Morphometric Study of the Proximal End of the Tibia in North Karnataka Population – A Cross-sectional Study by Mahadev S Shiraganve, Rajendrakumar D Virupaxi, Sheetal V Pattanshetti, Sanjay Kumar Yadav, Arjun R Arer

“…This is also helpful to construct suitable prostheses and operating patients with fractures at the upper end of the tibia.…”
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Identification of genes involved in energy metabolism in preeclampsia and discovery of early biomarkers by Ruohua Li, Cuixia Zhou, Kejun Ye, Haihui Chen, Mengjia Peng

“…Protein-protein interaction networks were constructed to identify key genes, and regulatory networks involving transcription factors, miRNAs, and RNA-binding proteins were established. …”
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AdaEcoFusion: Adaptive Ecological Feature Fusion for Enhancing Postgraduate Training Work in the Context of “Ecological Civilization” by Jue Lu

“…With a probabilistic model, the framework represents each mentor’s attributes in a latent space, offering a nuanced understanding of their contributions. Then we construct a large-scale graph to map relationships and similarities among educators, identifying dense subgraphs or “circles” of mentors with shared attributes. …”
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