The Importance of AI Data Governance in Large Language Models by Saurabh Pahune, Zahid Akhtar, Venkatesh Mandapati, Kamran Siddique

“…AI data governance is a crucial framework for ensuring that data are utilized in the lifecycle of large language model (LLM) activity, from the development process to the end-to-end testing process, model validation, secure deployment, and operations. …”
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Enhancing healthcare data privacy and interoperability with federated learning by Adil Akhmetov, Zohaib Latif, Benjamin Tyler, Adnan Yazici

“…Despite advances in electronic medical records, mobile health applications, and wearable sensors, current digital health cannot fully exploit these data due to the lack of data analysis and exchange between heterogeneous systems. …”
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Inference of population structure using dense haplotype data. by Daniel John Lawson, Garrett Hellenthal, Simon Myers, Daniel Falush

“…The advent of genome-wide dense variation data provides an opportunity to investigate ancestry in unprecedented detail, but presents new statistical challenges. …”
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Application of educational data mining in subject learning at university by Irina A. Kotiurova

“…However, the described examples of practical use of educational data analysis not for university management, but for specific subject teaching are yet limited. …”
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The Formation of Artificial Data based on a Conveyor Enterprise by A. V. Zaripov, R. S. Kulshin, A. A. Sidorov

“…The research is devoted to the analysis and development of methods for generating artificial data in order to solve computer vision problems that arise during the operation of conveyor-type technological lines. …”
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Cloud-Driven Data Analytics for Growing Plants Indoor by Nezha Kharraz, István Szabó

“…This study develops a cloud-driven data analytics pipeline for indoor agriculture, using lettuce as a test crop due to its suitability for controlled environments. …”
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TCGADownloadHelper: simplifying TCGA data extraction and preprocessing by Alexandra Anke Baumann, Alexandra Anke Baumann, Olaf Wolkenhauer, Olaf Wolkenhauer, Olaf Wolkenhauer, Markus Wolfien, Markus Wolfien

“…To address this, we developed a streamlined pipeline using the Genomic Data Commons (GDC) portal’s cart system for file selection and the GDC Data Transfer Tool for data downloads. …”
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Developing Credit Risk Assessment Methods to Make loss Provisions for Potential loans by V. A. Rakhaev

“…Based on a Russian bank’s sample data for 2012-2019, the author developed a regression model that establishes the relationship between financial ratios and the default of corporate borrowers — agricultural producers, and checked the significance of the model’s financial ratios. …”
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Exploring the Role of Volunteer Organizations in Developing Italy’s Community-Based Care Model by Federico De Luca, Giuliana Costa, Cristina Masella

“…Methods: A qualitative descriptive approach was employed, combining semi-structured interviews and focus groups with key stakeholders, including CHC managers, primary care directors, social service providers, and volunteer organization representatives in the Piacenza area of Emilia Romagna. Data collection spanned July 2021 to March 2022, and thematic analysis was used to identify core themes related to the integration of volunteer organizations in CHCs. …”
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Data structures for deductive simulation of HDL conditional operators by Yevhenii Shovkovyi, Olena Grinyova, Serhii Udovenko, Larysa Chala

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Wastewater-based epidemiology: deriving a SARS-CoV-2 data validation method to assess data quality and to improve trend recognition by Cristina J. Saravia, Peter Pütz, Christian Wurzbacher, Anna Uchaikina, Jörg E. Drewes, Ulrike Braun, Claus Gerhard Bannick, Nathan Obermaier

“…Multiple effects such as precipitation events or industrial discharges might affect the quantification of SARS-CoV-2 concentrations. Hence, analysing data from more than 150 wastewater treatment plants (WWTP) in Germany necessitates an automated and reliable method to evaluate data validity, identify potential extreme events, and, if possible, improve overall data quality.MethodsWe developed a method that first categorises the data quality of WWTPs and corresponding laboratories based on the number of outliers in the reproduction rate as well as the number of implausible inflection points within the SARS-CoV-2 time series. …”
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MODEL OF SEMANTIC INTEGRATION OF INFORMATION SYSTEMS PROPERTIES IN RELAY DATABASE REENGINEERING PROBLEMS by Oleg Avrunin, Oleksiy Vlasov, Valentin Filatov

“…Results: the analysis of existing methods and models of integration of subject areas on the basis of semantic properties and connections of data elements is carried out;  developed an effective mathematical model, technology and algorithm for semantic integration of information resources of heterogeneous computer systems for relational databases;  investigated and formalized classes of inhomogeneity of data structures aimed at solving the problem of determining the types of information objects;  the model is developed and means of the logical description of properties of information objects for definition of border of the considered subject area are investigated. …”
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Heart rate variability and increased risk for developing type 2 diabetes mellitus by Penčić-Popović Biljana, Ćelić Vera, Ćosić Zoran, Pavlović-Kleut Milena, Čaparević Zorica, Kostić Nada, Milovanović Branislav, Šljivić Aleksandra, Stojčevski Biljana

“…To our knowledge there are no data about the relationship between elevated risk for developing type 2 diabetes mellitus (DM2) and altered cardiac autonomic function. …”
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Data structures for deductive simulation of HDL conditional operators by Євгеній Шовковий, Олена Гриньова, Сергій Удовенко, Лариса Чала

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TAXATION AND ECONOMIC DEVELOPMENT IN NIGERIA by Adebowale Ogunsola

“… Ineffective tax system can impact negatively on economic development. Therefore, this study investigated the influence of taxation on the economic development in Nigeria. …”
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Measuring technological development and sovereignty by V. V. Glazunova

“…The study employs the theory of technological change and empirical regression analysis and uses statistical data from the Russian economy as its information base. …”
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Red Alert! Unveiling Insights in Violence Against Women through Interactive Data Visualization by Gabriel Zurawski, Vinícius Pedroso, Eduarda Patricio, Giovanna Castro, André F. Rollwagen, Isabel H. Manssour

“…The purpose is to foster more knowledge about this data to develop strategies to prevent and combat violence against women. …”
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The Impact of Open Data Implementation on Entrepreneurial Attitude with Regard to Moving towards UN Sustainability Goals by Tosin Ekundayo, Amiya Bhaumik, Justine Chinoperekweyi, Zafarullah Khan

“…This study introduces a novel approach by integrating open data implementation into the analysis of entrepreneurial attitudes, a perspective yet to be explored in the context of Europe and Central Asia, thereby advancing our understanding of sustainable development goals. …”
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Development of agricultural insurance in Ukraine by Olena Prokopchuk, Olena Nepochatenko, Mykhaylo Malyovanyi, Serhii Sokoliuk, Oleksandr Rolinskyi, Olga Ponomarenko

“…Graphical techniques were employed to enhance the visualization of data obtained. A monographic approach was adopted to conduct an in-depth analysis of parametric insurance, complemented by a critical review of the legal framework to evaluate its influence on the sector’s development.The study reveals the limited scale of agricultural insurance relative to the agro-industrial sector’s growth, with only 3% of agricultural areas insured and agricultural insurance comprising 2% of insurers’ portfolios. …”
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DEVELOPMENT OPPORTUNITIES OF POLISH FARMS by Monika Juchniewicz, Łukasz Podstawka

“…Thestudy refers to the period between 2015 and 2019 and concerns data regarding farms run by natural persons conducting agricultural accounting within the Polish FADN. …”
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