An analysis of cloud microphysical features over United Arab Emirates using multiple data sources by Z. Zhang, V. Afzali Gorooh, D. Axisa, C. Radhakrishnan, E. Y. Kim, V. Chandrasekar, L. Delle Monache

“…The results show that our five-zone concept successfully detects the microphysical features related to precipitation using satellite data in the UAE. This study provides scientific support for the development of an applicable framework to examine cloud precipitation processes and detect suitable cloud features that could be tracked for further precipitation analysis and nowcasting.…”
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Costs and Outcomes of Clostridioides difficile Infections in Germany: A Retrospective Health Claims Data Analysis by Katharina Schley, Kirstin Heinrich, Jennifer C. Moïsi, Dennis Häckl, Dominik Obermüller, Gordon Brestrich, Christof von Eiff, Thomas Weinke

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Phylogenetic tree-based amino acid sequence generation for proteomics data analysis of unknown species by Nobuaki Miura, Tsuyoshi Tabata, Yasushi Ishihama, Shujiro Okuda

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Environmental Monitoring and Thermal Data Analysis Related to Mortality Rates in a Commercial Pig House by Hyo-Jae Seo, Byung-Wook Oh, Il-Hwan Seo

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Visualization analysis of CBL application in Chinese and international medical education based on big data mining by Junyan Yue, Yun Shang, Hongkai Cui, Changhua Liang, Qingwu Wu, Junqiang Zhao, Huifang Wang, Dongmin Han, Zhiping Zhu

“…Abstract Objective To employ big data mining to provide a visualization analysis of Case-Based Learning (CBL) application in Chinese and international medical education, with the aim of observing the potential applications of CBL. …”
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Intraoperative picture of hip joint lesion in ankylosing spondylitis: data from a retrospective analysis by A. O. Dubinin, A. E. Khramov, T. V. Dubinina, E. V. Ilinykh, E. I. Bialik

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Cold wave induced mortalities in Bangladesh: Spatiotemporal analysis of 20 years’ data, 2000–2019 by Md Khalid Hasan, Tahmina Bintay Younos, Raisa Imran Chowdhury, Khalid Bin Masud, Pedro Arcos González, Rafael Castro-Delgado

“…The study aimed to explore the spatiotemporal patterns and characteristics of cold wave mortality in Bangladesh by developing a cold wave dataset using content analysis. …”
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Optimized Design of Cultural Space in Wuhan Metro: Analysis and Reflection Based on Multi-Source Data by Zhengcong Wei, Yangxue Hu, Yile Chen, Tianjia Wang

“…Wuhan, located in central China, has many subway lines and its engineering construction has set several national firsts, which is a typical sample of urban subway development in China. In this study, we use Python 3.13.0 crawler technology to capture the public’s comments on cultural space of Wuhan metro in social media and adopt SnowNLP sentiment score and LDA thematic clustering analysis to explore the overall quality, distinct characteristics, and deficiencies of Wuhan metro cultural space construction, and propose targeted design optimization strategies based on this study. …”
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Green building progress assessment: analysis of registered and certified buildings for LEED rating system by Iyad Ghazal, Sameh Monna

“…Green Building Council (USGBC) website) Using Google data analysis module studying different factors affecting green building growth and trying to spot any possible correlation between LEED and each factor. …”
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Unpacking Youth Privacy Management in AI Systems: A Privacy Calculus Model Analysis by Austin Shouli, Ankur Barthwal, Molly Campbell, Ajay Kumar Shrestha

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Analysis insights to support the use of wastewater and environmental surveillance data for infectious diseases and pandemic preparedness by KM O’Reilly, MJ Wade, K. Farkas, F. Amman, A. Lison, JD Munday, J. Bingham, ZE Mthombothi, Z. Fang, CS Brown, RR Kao, L. Danon

“…In this Perspective we provide an overview of recent advances in pathogen detection within wastewater, propose a framework for identifying the utility of wastewater sampling for pathogen detection and suggest areas where analytics require development. Ensuring that both data collection and analysis are tailored towards key questions at different stages of an epidemic will improve the inference made. …”
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Four groups of noncommunicable diseases in outpatient health care: analysis of medical information system data by Ekaterina P. Kakorina, Irina V. Samorodskaya, Vera N. Larina, Vladimir G. Larin

“…MATERIALS AND METHODS: Depersonalized individual-level data were collected for 86 266 deceased individuals who had sought care for any reason at public outpatient clinics in the Moscow region during the year preceding death. …”
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Post-traumatic stress disorder, trauma and parenting stress: an individual participant data meta-analysis by Laurien Meijer, Kathleen Thomaes, Matthijs Blankers, Maja Deković, Molly R. Franz, Rolf Kleber, Elise M. van de Putte, Elisa van Ee, Elena Camisasca, Steffany J. Fredman, Dominik Moser, Larry L. Mullins, Maria Muzik, Mathilde Overbeek, Abigail Palmer Molina, Jessica Riggs, Katherine Rosenblum, Kristin Samuelson, Daniel Schechter, Chiara Suttora, Catrin Finkenauer

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The spatio-temporal characteristics and influencing factors of sustainable development in China’s provincial areas by Zhang Qinnan, Tao Chunhai, Xin Yun

“…Additionally, the spatial evolution characteristics of each region’s sustainable economic development and spatial pattern are investigated through exploratory spatial data analysis and GIS spatial analysis techniques. …”
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Absorptive capacity development in some firms in Brazil: an organizational perspective* by André Luiz da Silva Teixeira, Márcia Siqueira Rapini, Thiago Caliari

“…Abstract This article analyzes how some firms that interacted with universities in Brazil combine different organizational processes and characteristics to develop their Absorptive Capacities (ACAPs). For that, the techniques of Categorical Principal Component Analysis (CatPCA) and Qualitative Comparative Analysis (QCA) are used to analyze data from a survey specific to this objective. …”
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Structure and Key Technologies of Big Data Labeling System for Power Equipment Operation Status by Wenjun LIU, Ming DONG, Yuanfu XU, Qiang HAN, Xin WANG, Lei XU, Ming DU

“…With the rapid development and deep application of big data analysis technology in power grid, data label technology provides people with a new idea of data integration. …”
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A software pipeline for systematizing machine learning of speech data by Jimuel Celeste, Mashrura Tasnim, Amable J. Valdés Cuervo, Enrique A. de la Cal, Eleni Stroulia

“…In the area of speech analysis, and more specifically speech of individuals with mental health and neurocognitive conditions, a number of such data sets exist and are the subject of organized “challenge tasks”. …”
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A blockchain-enabled secure searchable-encryption-based data transaction protocol by Xingyun Hu, Yidan Chen, Haopeng Fan, Hualin Xu, Haoyuan Xue, Qifeng Tang, Siqi Lu, Yongjuan Wang

“…With the development of artificial intelligence and big data, data has become an important part of production factors, and the sharing and transaction of data have a very high importance. …”
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Experience of Developing a database of storytellers of the Yakut Epos by S. D. Lvova, L. N. Gerasimova

“…Particular attention is paid to entering data in the national language, their transliteration and translation into Russian. …”
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THE PREDICTION OF ENTERPRISES ACTIVITY INDICATORS TAKING INTO ACCOUNT THE INITIAL DATA UNCERTAINTY by Yu. Gagarin, S. Gagarina

“…The mathematical method of making forecasts when the initial data uncertainty have been considered. To obtain point and interval estimates of the parameters of mathematical models that take into account errors in the values of the function and argument, the use methods of confluent analysis has been proposed. …”
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