Development of a territory-wide household-based composite index for measuring relative distribution of households by economic status in individual small areas throughout Hong Kong by Eva L.H. Tsui, Philip L.H. Yu, K. F. Lam, Kelvin K.Y. Poon, Adam C.M. Ng, K. Y. Cheung, Winnie Li, Michael L.H. Leung, David H.Y. Lam, James L.Y. Cheng, Sharon P.W. Ng

“…Globally, this is the first study that presents the distribution of domestic households by the territory-wide economic status index decile groups within each of the 2,252 small subunit groups (SSUGs) throughout Hong Kong, with a median study population of 1,300 and a median area of 42,400 m2. Methods The index development involved 248,000 anonymized sampled household-based data collected from the population census, representing 2·66 million domestic households and 6·93 million population in mid-2021. …”
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SAD: análise da percepção de usuários e desenvolvedores através de análise fatorial DSS: the perception of users and developers through multivariate statistical techniques by Gilka Rocha Barbosa, Adiel Teixeira de Almeida, Ana Paula Cabral Seixas Costa

“…The study contains both a descriptive and a factual data analysis with respect to the professional activity of the subject, in order to distinguish the most important characteristics of SAD in each group under study. …”
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Identifying the actual beneficiaries of toll road development policies in rural communities: ex-ante evaluation approaches by Mochamad Naim, Agus Mufariq, Alex Winarno, Deni Hermana

“…The study aims to identify the actual beneficiaries of toll road development policies in agrarian communities that focus on social cost-benefit analysis through the ex-ante evaluation In Indonesia. …”
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Unified System for Processing Non-Personalized Data by A. V. Brezhnev, E. Z. Gukov

“…There are no data in open sources on the progress of the development of a system that allows for scoring analysis based on non-personalized data. …”
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Analysis of outlier villages with high under-five mortality rates in Malawi using mixed-effects logistic regression model residuals by Tsirizani Mwalimu Kaombe

“…While diagnostic statistics have been developed to detect grouped outliers in clustered survival data, there is scarcity of research focusing on the contribution of individual subjects to these outlier groups, particularly concerning binary outcome data. …”
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Finance-driven sustainable development: the impact of green finance on agricultural non-point source pollution and its pathways by Yang Shen, Xiuwu Zhang

“…The advantages of green finance in financial support and credit management can guide the green transformation of agricultural production, thus protecting the ecological environment.MethodsBased on panel data from 30 provinces in China from 2005 to 2021, the study used inventory analysis, entropy method and two-way fixed effect model to analyze the impact of green finance on agricultural non-point source pollution (ANSP) and the mediating mechanism.ResultsANSP has experienced an inverted U-shaped trend of first rising and then falling, and the rural ecological environment is improving. …”
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Explainable data mining model for hyperinsulinemia diagnostics by Nevena Rankovic, Dragica Rankovic, Mirjana Ivanovic, Igor Lukic

“…To address these challenges in the medical data analysis, we propose a model employing Functional Principal Component Analysis (FPCA), which also accounts for outliers that could otherwise lead to the inclusion of irrelevant features. …”
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Varieties of Democracy and Economic Complexity in Developing and Developed Countries; A Comparative Study by Hoda Zobeiri, Maryam Ehsani

“…Methodology The purpose of this study is to investigate the effect of democracy on economic complexity. The data of 109 developing and developed countries during the period of 1995-2021 and a systemic generalized moments approach (SYS-GMM) have been used. …”
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Belt and Road Initiative and Urban Landscapes: Quantifying Land Use Changes and Development Strategies in Minsk, Vientiane, and Djibouti by Chuan Zhang, Xiang Jing, Zihao Wang, Hongsheng Chen

“…Through quantitative analysis, this study provides theoretical support and practical guidance for the planning and development of overseas industrial parks along the BRI. …”
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Application of Inner Mongolia electric power data warehouse by Yu ZHANG, Hongfang PAN

“…With the development of electric power information，the accumulation of power data is more and more fast，and the issue of how to make big data to support the scientific development of the company is increasingly mentioned. …”
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Partial Least Squares Regression for Binary Data by Laura Vicente-Gonzalez, Elisa Frutos-Bernal, Jose Luis Vicente-Villardon

“…Classical Partial Least Squares Regression (PLSR) models were developed primarily for continuous data, allowing dimensionality reduction while preserving relationships between predictors and responses. …”
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Data integration for environmental mapping and monitoring in South Tyrol by Lemenkova Polina

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"You always have a high sugar if you don't communicate": A qualitative secondary analysis of 'Diabetes Together' process evaluation data from couples in South Africa. by Lucy Lynch, Myrna van Pinxteren, Peter Delobelle, Naomi Levitt, Buyelwa Majikela-Dlangamandla, Kate Greenwell, Nuala McGrath

“…We conducted secondary data analysis of qualitative interview and focus group data from an intervention pilot study designed to improve T2D self-management - 'Diabetes Together'. 14 PLWD and their partners took part in two diabetes self-management workshops, including communication skills training, and were offered two couples counselling sessions. …”
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The need for fission-track data transparency and sharing by M. T. Tamer, M. T. Tamer, L. Chung, R. A. Ketcham, A. J. W. Gleadow

“…We hereby propose the development of image data repositories for the purpose of achieving global data transparency. …”
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Generative AI cybersecurity and resilience by Petar Radanliev, Petar Radanliev, Omar Santos, Uchenna Daniel Ani

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A Quantitative Approach Regarding the Evolution of the Romanian Tourism Firms, During and After the Global Financial Crisis by Vasile Alecsandru Strat, Adriana Ana Maria Davidescu, Raluca Mariana Grosu, Ion-Daniel Zgură

“…Using panel data regression we have identified some of the main characteristics of the Romanian counties that can be considered as indicators of the development perspectives of the tourism (hotels and restaurants) at county level (NUTS 3).…”
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Content Distribution Mecbanisms of Named Data Networking by Kai Lei, Jie Yuan

“…Future internet architecture research is one of the major strategic needs of science and technology development. As a promising design, named data networking（NDN）has drawn the extensive attentions of researchers and industry. …”
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Developing Contextual Learning Videos on Course of Administration Education Research Methodology by Muhyadi Muhyadi, Sutirman Sutirman, Isti Kistiananingsih

“…The data collection techniques in analysis stage were interview and observation, while questionnaire was used in development stage. …”
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Data security challenges and countermeasures in financial technology by Jianming ZHU, Hongrui YANG

“…While financial technology brings opportunities to the financial industry,it also brings new challenges.With the rapid development of financial technology,the big data explosion caused by the digitalization,networking and intelligence of financial services has put forward new and greater requirements for data security governance.Based on the analysis of the status quo of financial technology development and financial data security,a financial data security “shell” model for the characteristics of financial data was proposed:the internal is the security goals of ensuring data confidentiality,integrity,and availability; the external is a variety of threats including data leaking,tampering and destroying etc; the middle is various coping strategies,including access strategies,prevention and control strategies,detection strategies,perceived strategies and etc.According to this model,relevant suggestions and countermeasures for data security governance in financial technology are proposed.…”
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FC-BENTEN: Synchrotron X-Ray Experimental Database for Polymer-Electrolyte Fuel-Cell Material Analysis by Takahiro Matsumoto, Shigeru Yokota, Takuma Kaneko, Mayeesha Marium, Jeheon Kim, Yasuhiro Watanabe, Hiroyuki Iwamoto, Keiji Umetani, Tomoya Uruga, Albert Mufundirwa, Yuki Mizuno, Daiki Fujioka, Tetsuya Miyazawa, Hirokazu Tsuji, Yoshiharu Uchimoto, Masashi Matsumoto, Hideto Imai, Yoshiharu Sakurai

“…Through standardization of protocols for sample preparation, data acquisition, analysis, and formatting, the database ensures high-quality, reproducible data essential for reliable scientific outcomes. …”
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