A clustering algorithm based on grids for core data and adjacency relationships for edge data by Honglei He

“…Abstract Grid-based clustering algorithms have become a crucial method in the field of data mining due to their efficiency. However, they face challenges such as parameter sensitivity, poor adaptability to density variations, and misclassification of edge data. …”
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Data structure and privacy protection analysis in big data environment based on blockchain technology by Yu Wang

“…In today's digital world, the rapid advancement of Information Technology (IT) has made it crucial to prioritize the protection and management of data storage and retrieval. It is vital to challenge the difficulties related to dispersed and decentralized data to build strong mechanisms for access control and provide effective authorization and authentication in data processing. …”
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Design of vehicle data engine system based on big data platform and intelligent perception by CHEN Xijun

“…It can also provide functions such as data analysis custom editing, automatic analysis, automatic warning, troubleshooting guidance, and spare parts procurement, thus achieving multi-discipline data fusion, integrated data supervisory control, fault linkage analysis, data statistical analysis, automated processing analysis, result output, deduction and prediction, integrated decision-making and visual display, providing data support for the development of maintenance modes and strategies, further ensuring the safety of metro trains, improving the train reliability, and reducing the operating costs.…”
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FedDAR: Federated Learning With Data-Quantity Aware Regularization for Heterogeneous Distributed Data by Youngjun Kwak, Minyoung Jung

“…Moreover, previous approaches often rely on data and feature augmentation branches, overlooking data-quantity considerations, leading to suboptimal performance and inefficient communication costs, particularly in multi-class classification tasks. …”
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Impacts of data consistency levels in cloud-based NoSQL for data-intensive applications by Saulo Ferreira, Júlio Mendonça, Bruno Nogueira, Willy Tiengo, Ermeson Andrade

“…Thus, it is essential to comprehend how achieving high data consistency levels in geo-replicated systems can impact systems performance. …”
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The research on enhancing LA estimation accuracy across domains for small sample data based on data augmentation and data transfer integration optimization system by Ai-Dong Wang, Rui-Jie Li, Xiang-Qian Feng, Zi-Qiu Li, Wei-Yuan Hong, Hua-Xing Wu, Dan-Ying Wang, Song Chen

“…Results and conclusions: The results demonstrate that the integrated optimization system (Gaussian Mixture Model Generation-Cluster-Based Transfer, GMM-CBT) achieved optimal performance when combined with XGBoost (validation R2=0.85, test R2=0.85), outperforming both standalone approaches: data augmentation (validation R2=0.87, test R2=-0.37) and transfer learning (validation R2=0.84, test R2=0.84). …”
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Mobile Technologies in Achieving and Maintaining Asthma Control in Children: First Results of MedQuizBot Chat Bot by Polina S. Arimova, Leyla S. Namazova-Baranova, J. G. Levina, V. G. Kalugina, E. A. Vishneva, E. Yu. Kharitonova

“…Anti-inflammatory therapy is used to achieve and maintain asthma control, as well as respiratory function indicators monitoring. …”
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Evaluating an internal quality assurance process for achieving national accreditation standards in midwifery education: a study protocol by Frida Berg, Kerstin Erlandsson, Paridhi Jha, Helena Wigert, Bharati Sharma, Malin Bogren

“…Descriptive statistics and regression models will be performed for the quantitative data, and the qualitative data will be analysed using content analysis. …”
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EFFECT OF ETHNOCHEMISTRY INSTRUCTIONAL STRATEGY ON SECONDARY SCHOOL STUDENTS’ ACADEMIC ACHIEVEMENT AND RETENTION IN CHEMISTRY IN BAUCHI STATE NIGERIA by GARBA SHEHU, UGWUMBA AUGUSTINE OKORONKA

“…One hundred and ninety-three (193) SS II chemistry students from four intact classes in four senior secondary schools made up the sample for the study. Chemistry Achievement Test (CAT) with Kuder-Richardson formula reliability index of 0.94 was used for data collection after validation by experts. …”
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Life satisfaction domains and its correlation to the academic achievement of Bergen County Technical High School - Teterboro students by Gonzales, K.

“…The quantitative data was collected through a survey and analyzed using a multiple linear regression analysis. …”
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Empowering future nurses: enhancing self-efficacy, satisfaction, and academic achievement through talent management educational intervention by Fahad M. Alhowaymel, Manal Saleh Moustafa Saleh, Nagwa Nabeh Taref, Zaineb Naiem Abd-Elhamid, Abdulaziz F. Abaoud, Atallah Alenezi, Riham Hashem Fathi, Hanan El Said Elsabahy

“…Five tools were used to measure the following areas: Talent Management Knowledge Questionnaire (TMKQ), Talent Management Competency Scale, Students’ Self-Efficacy Questionnaire, Students’ Satisfaction Questionnaire, Students’ Academic Achievement Questionnaire. The study used SPSS for statistical analyses, assessing data normality using a one-sample Kolmogorov-Smirnov test. …”
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Energy Consumption in Mexican Homes: Using a Reference Building as a Launchpad for Achieving Nearly Zero Energy by Carlos A. Espino-Reyes, Naghelli Ortega-Avila, Jorge Lucero-Álvarez, Norma A. Rodríguez-Muñoz

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Internal Quality Assurance Practices in Achieving World-Class University Standards: Perspectives from Administrators, Faculty, and Students by Samwel Credo, Daniel Mbonea Mngarah

“…This study explored the stakeholders’ interpretation of a world-class university and assessed the sustainability of internal quality assurance practices towards achieving the world-class university standards. It was guided by qualitative case study design and used interview and documentary review methods to generate data from 21 participants. …”
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Intrinsic vs. extrinsic motivation in high school physical education: Which fuels adolescent achievement emotions better? by Mustafa Enes Işıkgöz

“…A cross-sectional design was used in the study and data were analysed using structural equation modelling. …”
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Achievement and Cost Efficiency Analysis of Implementing Green Construction on A Public Service Mall Construction in the City of Tegal by Rifqi Nur Mahmudi, Iskahar, Arif Kurniawan

“…This type of research is qualitative, with data collection techniques carried out through interviews and direct observation. …”
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PENGARUH COACH LEADERSHIP TERHADAP MOTIVASI DAN ACHIEVEMENT ATLET BOLA BASKET UNIVERSITAS SWASTA DI SURABAYA by Evelin Melianawati Gunawan, Auditia Setiobudi

“…Data analysis method in this research uses multiple linear regression analysis by using SPSS help. …”
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Exploring the facilitators and barriers to achieving universal health coverage in Uganda: a qualitative study of the free healthcare policy by Prossy Kiddu Namyalo, Cyndirela Chadambuka, Lisa Forman, Beverley M. Essue, Freddie Ssengooba

“…Two coders independently coded the data, which were thematically analysed with NVivo.14. …”
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The Effect of 5E Inquiry Learning Model on the Science Achievement in the Learning of “Magnet” among Year 3 Students by E. T. Ong, B. L. Keok, J. Yingprayoon, C. K.S. Singh, M. T. Borhan, S. W. Tho

“…Accordingly, an independent samples t-test was used to compare students’ achievement in the posttest. The analysis of the posttest data indicates that the posttest mean in science achievement (16.05) among the group of students who had followed through the 5E Inquiry Learning Model is statistically significantly higher (t = 4.75, p < .001) than the corresponding mean (13.15) among the group of students in the control group. …”
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Pooled prevalence and multilevel determinants of stillbirths in sub-Saharan African countries: implications for achieving sustainable development goal by Bewuketu Terefe, Mahlet Moges Jembere, Nega Nigussie Abrha, Dejen Kahsay Asgedom, Solomon Keflie Assefa, Nega Tezera Assimamaw

“…Methods This study used data from the Demographic and Health Survey (DHS) conducted in SSA. …”
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Age does not affect maximal endometrial thickness achieved in frozen embryo transfer cycles: a SARTCORS study by Anat Chemerinski, Kristin Blackledge, Patricia Greenberg, Nataki C. Douglas, Peter G. McGovern, Sara S. Morelli

“…Therefore, our data support the existence of an endometrial factor that cannot be assessed by measurements of thickness, but nevertheless plays a crucial role in the success of an embryo implantation. …”
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