Spatio-Temporal Prediction of Surface Remote Sensing Data in Equatorial Pacific Ocean Based on Multi-Element Fusion Network by Tianliang Xu, Zhiquan Zhou, Chenxu Wang, Yingchun Li, Tian Rong

“…In this paper, we propose a multi-element fusion network model based on convolutional long short-term memory (ConvLSTM) and an attention mechanism to predict the SST and analyze the effects of different elemental inputs on the model’s prediction performance using the prediction results. …”
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EasyHypergraph: an open-source software for fast and memory-saving analysis and learning of higher-order networks by Bodian Ye, Min Gao, Xiu-Xiu Zhan, Xinlei He, Zi-Ke Zhang, Qingyuan Gong, Xin Wang, Yang Chen

“…To ensure fast computation and efficient memory utilization, EasyHypergraph designs the computational workflow and demonstrates its effectiveness. Through experiments on five typical hypergraph datasets, EasyHypergraph saves at most 8470 s and 935 s over two baseline libraries in terms of analyzing node distance on a dataset with more than one hundred thousand nodes. …”
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The symptom network of oral health conditions in older populations with oral frailty: a cross-sectional study by Zhang Chengrui, Xing Ying, Luan Wei, Chen Bin

“…Previous studies have demonstrated the relationship between oral frailty and poor oral health symptoms but the interactions and core symptoms among these oral symptoms remain vague. …”
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Visualization of Hazardous Substance Emission Zones During a Fire at an Industrial Enterprise Using Cellular Automaton Method by Yuri Matveev, Fares Abu-Abed, Leonid Chernishev, Sergey Zhironkin

“…They are characterized by taking into consideration the rules for filling the dispersion ellipse, as well as determining the effects of interaction with obstacles, which allows for a more accurate mathematical description of the spread of a cloud of toxic combustion products in densely built-up areas. …”
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Leasing business organization based on a digital platform by Orlova Ekaterina

“…Interest in this topic is growing not only on the part of researchers, but also on the part of the real sector of the economy, which is searching for effective solutions taking into account new opportunities of the sharing economy, in particular business models of joint use. …”
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Internet of Things and Distributed Computing Systems in Business Models by Albérico Travassos Rosário, Ricardo Raimundo

“…IoT devices generate this vast amount of data, which businesses analyze to gain insights into customer behavior, operational inefficiencies, and market trends. …”
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Single-cell and spatial transcriptomic analysis reveals tumor cell heterogeneity and underlying molecular program in colorectal cancer by Teng Wang, Zhaoming Chen, Wang Wang, Wang Wang, Heng Wang, Shenglong Li

“…However, this heterogeneity offers opportunities for personalized therapy.MethodsThe consensus non-negative matrix factorization algorithm was employed to analyze single-cell transcriptomic data from CRC, which helped identify malignant cell expression programs (MCEPs). …”
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SYSTEM OF CONCEPTS COMMUNICATIONS OF STATE INSTITUTIONS AND SOCIETY AS THE BASIS OF NATIONAL SECURITY AND SOCIO-ECONOMIC STABILITY by V. Beglytsia, L. Antonova, L. Kozlova, O. Datsii, N. Datsii

“… Abstract. The article analyzes the process of communication between state institutions and society. …”
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Distribution Pattern and Assembly Process of Fungal Communities Along Altitude Gradient in Sediments of the Yellow River Basin by Kang Fang, Guoce Xu, Xin Chen, Jing Li, Yuting Cheng, Yifan Cheng

“…A comprehensive understanding of the mechanisms underlying fungal community assembly is essential for the effective conservation and management of river ecosystems. …”
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NLP-like deep learning aided in identification and validation of thiosulfinate tolerance clusters in diverse bacteria by Brendon K. Myers, Anuj Lamichhane, Brian H. Kvitko, Bhabesh Dutta

“…Our work highlights the effectiveness of NLP-like techniques for identifying underrepresented gene clusters and expands our understanding of the diversity and utility of alt-like clusters in diverse bacterial genera. …”
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Compensation challenges in early childhood education: an analysis of Mississippi’s child care workforce by Katerina Sergi, John Stephen McCown, Mary Rebecca Read-Wahidi, Ismail H. Yigit, Callie Poole, Heather Hanna

“…Years of experience, educational attainment, and geography show the modest effects on wage differences. Higher education correlates with better pay; however, wage increases remain modest, indicating policies targeting only education may insufficiently address compensation issues. …”
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Research on fuzzy evaluation of ecological safety of land resources in Pearl river Delta area based on DPSIR framework by Weihua Deng, Meng Li, Yanlong Guo

“…The evaluation system not only integrates the systematic and hierarchical advantages of the DPSIR theoretical but also makes full use of the flexibility of the fuzzy comprehensive evaluation method in dealing with uncertainty, effectively improving the accuracy and reliability of the evaluation. …”
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How did Chinese older drifters re-establish social networks to mitigate their loneliness in new residential surroundings: a qualitative study in Nanjing, China by Liang Hu, Handan Wang, Juan Tian, Yijin Wu

“…Method The method of inductive content analysis was used to collect and analyze data. Participants were recruited based on the following eligibility criteria: (1) males aged 60 years and older, and females aged 55 years and older, (2) cohabitation with their adult children for at least three months each year, and (3) the ability to understand questions and respond effectively. …”
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Evaluating the performance of kindergarten teachers according to quality assurance standards in the Kurdistan Region / Iraq by Shaelan Ahmed Hamadameen, Salwa Ahmed Ameen

“…Where it was chosen by a stratified random method, and after applying the measures of building the scale, the researchers built a measure of performance standards parameters consisting of (87) paragraphs in the form of declarative phrases, distributed on (10) areas (16) standards, and these areas included each of: Effective education strategy: (9, paragraph), planning and follow-up (8, paragraph), classroom activities management and positive interaction: (8, paragraph), learning methods that respond to children’s needs for their development (8, paragraph), environmental awareness (8, paragraphs), child health and safety (8, paragraphs), professional development and knowledge of specialization: (10, paragraph), enhancing communication with the child: (8, paragraphs), the teacher’s partnership with the family and society (10, paragraphs), evaluation: (10, paragraphs) and it consists of ( 5) Five answer alternatives, which extracted the appropriate psychometric characteristics of the scale items, which included: (discriminatory power, item reliability and item stability), and extracted the psychometric properties of the scale, which included: (apparent honesty and constructive honesty), and stability: (retest method and Cronbach's alpha equation), and to apply the scale in its final form, the researcher chose the sample application from the original population with a percentage (10%), with a number of (732) parameters, which were chosen by a stratified random method, and based on the (SPSS) program (Statistical Portfolio for Social Sciences) to analyze data, the current research reached the most important results according to the objectives of the research as follows: Building criteria Performance of kindergarten teachers in the light of quality assurance in the Kurdistan Region of Iraq - consisting of (87) paragraphs in the form of declarative phrases with appropriate psychometric characteristics, and that the kindergarten teachers in the center of the governorates of the Kurdistan Region of Iraq are characterized by the performance of female teachers in general and at a high level, and in conclusion and in In light of the research results, the researchers reached some recommendations and suggestions. …”
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Angiotensin Converting Enzyme 2 (ACE2) G8790A Gene Polymorphism as a Risk Factor for Essential Hypertension by Nazaul Husna, Donny Nauphar, Tiar Masykuroh Pratamawati

“…Further research is required on a larger scale to investigate the effects of gene combinations or interactions with other locus genes on essential hypertension. …”
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Detection of mild cognitive impairment using a virtual reality-based stroop task: a cross-sectional study of embodied behavioral markers by Jin-Hyuck Park

“…Receiver operating characteristic curves and Spearman correlations were used to analyze discriminant power and construct validity. …”
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Hyper-Ordinal Pattern: Measuring High-Order Connection Relationship in Brain Disease Networks by Tianyu Du, Kai Ma, Xibei Yang, Daoqiang Zhang

“…Additionally, the proposed NHOP kernel can effectively identify altered hyper-ordinal patterns in the brain hyper-networks of patients with brain diseases.…”
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Social Commerce Platforms Role in FoMO Driven Consumption: The Hidden Psychological Toll of Continuous Use by Ebru Enginkaya, Munise Hayrun Saglam

“…Furthermore, informational incentives (e.g., personalized content, real-time updates) significantly amplify users&#x2019; anxiety, fatigue, and compulsive digital behaviors by exacerbating cognitive overload (interaction effects ranging from <inline-formula> <tex-math notation="LaTeX">$\beta =0.059$ </tex-math></inline-formula> to 0.178, p &#x003C; 0.001). …”
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Role of MicroRNAs in Chronic Myeloid Leukemia (CML) Treatment, Biomarkers, and Resistance to Tyrosine Kinase Inhibitor: A Bioinformatics-Based Analysis by Syarifah Faezah binti Syed Mohamad, Rabiatul Adawiyah Ramlee, Marjanu Hikmah Elias

“…The study aims to identify miRNAs linked to CML, determine miRNA’s target genes, construct a protein-protein interaction (PPI) network, and analyze pathways and gene ontology. …”
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Agricultural Drought Dynamics With Satellite Soil Moisture and Impacts on Crop Loss in China During 2003&#x2013;2022 by Yuhan Gu, Qisheng He, Shuqi Miao, Mingru Zhou, Zhihao Shen

“…Understanding its dynamics is essential for effective drought risk management. However, cropland is typically managed at a fine scale, while many previous studies relied on coarseresolution data, limiting their usefulness. …”
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