Recruitment and Data Collection in the 21st Century by Emily J. Cashwell

“…Because of these changes in the structure of modern social and professional life, researchers are faced with new opportunities and challenges in recruiting research participants and collecting data for their studies. …”
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Algorithm of blockchain data provenance based on ABE by Youliang TIAN, Kedi YANG, Zuan WANG, Tao FENG

“…To solve the problem that the blockchain-based traceability algorithm mainly used homomorphic encryption and zero-knowledge proof for privacy protection,making it difficult to achieve dynamic sharing of traceability information,a blockchain data traceability algorithm based on attribute encryption was proposed.In order to realize the dynamic protection of transaction privacy,the strategy update algorithm applicable to block chain was designed based on the CP-ABE scheme proposed by Waters to achieve dynamic protection of transaction privacy.In order to realize the dynamic update of the visibility about block content,based on the strategy update algorithm,the block structure was designed to achieve the dynamic update about the content visibility of the block.The security and experimental simulation analysis show that the proposed algorithm can realize the dynamic sharing of traceability information while completing the protection transaction privacy.…”
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Copula Functions for Spatial Survival Data Analysis by Mohsen Mohammadzadeh, Nasrin Ebrahimi, Giuliana Cortese

“…Identifying and considering the dependence structure of data is essential in survival modeling‎. ‎…”
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Optimisation of Data Management System: Development of Requirements by Zivitere Marga, Almar Nika

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Mastering data complexity beyond traditional computation by Ruedi Stoop

“…Additionally, excess entropies provide a grading of unstable non-chaotic dynamics (for which the classical approaches are not designed to deal with) and set off structured against random data. Their ability to distinguish short- vs. long-range spatiotemporal data coherence, guides toward the improvement of models of spatiotemporally complex processes, in the life sciences and beyond.…”
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Data Clustering Using by Chaotic SSPCO Algorithm by OICC Press Authors

“…Clustering is effective as a technique for discerning the structure of and unraveling the complex relationship between massive amounts of data. …”
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Hardware and software implementation of data acquisition system by А. П. Самiла

“…To synchronize data acquisition system with the start of the exciting pulse the FPGA configuration structure is developed. …”
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A pricing model for subscriptions in data transactions by Bo Li, Minrui Wu, Zhongcheng Li, Yi Sun

“…With the increasing demands for data, the subscription scheme came into being in the face of pricing for an extensive and unfixed number of data items. …”
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Big data in visual field testing for glaucoma by Alex T. Pham, Annabelle A. Pan, Jithin Yohannan

“…The expanding accessibility of large VF databases has led to a surge in studies investigating various applications of big data analytics in glaucoma. In this study, we review the use of big data for evaluating the reliability of VF tests, gaining insights into real-world clinical practices and outcomes, understanding new disease associations and risk factors, characterizing the patterns of VF loss, defining the structure–function relationship of glaucoma, enhancing early diagnosis or earlier detection of progression, informing clinical decisions, and improving clinical trials. …”
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An Exploration of Big Data Practices in Retail Sector by Emel Aktas, Yuwei Meng

“…Our semi-structured interviews with retailers and academics suggest that historical sales data and loyalty schemes can be used to obtain customer insights for operational planning, but granular sales data can also benefit availability and assortment decisions. …”
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Functional Data of Virtual Graphics in Graphic Design by Ameer Riyadh Khaleel, Sahar Ali Sarhan

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Using Big Data Technology to Protect the Environment by Dovgal Vitaly, Kuizheva S.

“…The concept of "big data" means a huge amount of information, the size of which is too large, or it is created too quickly or has a structuring that does not allow it to be processed using traditional data management systems. …”
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Big Data Analytics Skills for Future Accountants by Donny Maha Putra, Rufina Aribarahmani

“…Big data analytics technology has changed the landscape of the labour market, including in the field of accounting. …”
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Hierarchical Data Visualization Based on Rectangular Cartograms by Lina Wang, Haoxun Yuan, Xiang Li, Yaru Li, Danfei Zhang, Haoqi Hu

“…First, a new rectangular cartograms construction algorithm is adopted in this paper, which can effectively preserve relatively accurate orientation and adjacency relationships between geographic regions, while also effectively preserving the statistical data features. Then, a treemap layout algorithm is applied within the rectangular cartogram to further partition the geographic regions, thereby visualizing the hierarchical structure of the data. …”
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The Standardized Data Management Plan for Educational Research by Sebastian Netscher, Harald Kaluza, Reiner Mauer, Kati Mozygemba, Karsten Stephan

“… Although there is an increasing number of tools and support opportunities, research data management is still challenging. Conventional templates of data management plans (DMP) guide users, but hardly support them in implementing and realizing data management. …”
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Correlation Measures in Metagenomic Data: The Blessing of Dimensionality by Alessandro Fuschi, Alessandra Merlotti, Thi Dong Binh Tran, Hoan Nguyen, George M. Weinstock, Daniel Remondini

“…In the study of bacterial abundances, it is becoming more relevant to consider their relationship, to embed these data in the framework of network theory, allowing characterization of features like node relevance, pathways, and community structure. …”
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Big Data for Veterinary Sciences: Instructions for Use by Oscar TAMBURIS

“…In the context of pet care, the use of electronic medical records (EMRs) combined ML models facilitates early disease detection, improves diagnostics, and enables personalized treatment strategies. By harnessing structured data, veterinary professionals can refine medical protocols, leading to better patient outcomes. …”
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The problem of personal data protection in the era of digitalization by Victoria M. Piskaikina, Anton G. Monetov

“…The structure of the organization of personal data is studied, as well as the categories of personal information subject to special protection are determined based on the study of judicial practice. …”
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The Italian Archive of Historical Earthquake Data, ASMI by A. Rovida, M. Locati, A. Antonucci, R. Camassi

“…<p>ASMI, the Italian Archive of Historical Earthquake Data (<a href="https://doi.org/10.13127/asmi">https://doi.org/10.13127/asmi</a>, Rovida et al., 2017), is a data collection distributed online that currently provides seismological data on more than 6600 earthquakes that have occurred in the Italian peninsula and surrounding areas from 461 BCE to the present, based on more than 460 seismological data sources. …”
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Mercury Spectrophotometric Modeling Using MESSENGER Data by Vesa Björn, Karri Muinonen, Antti Penttilä, Deborah Domingue

“…To deduce the physical properties of Mercury’s regolith, we use spectrophotometry from the Mercury Dual Imaging System instrument of NASA’s MErcury Surface, Space ENvironment, GEochemistry and Ranging mission. The data come in eight colors in wavelengths of 433.2–996.2 nm, with phase angles of 20°–125°. …”
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