Unified Visual-Aware Representations for Data Analytics by Ladislav Peska, Ivana Sixtova, David Hoksza, David Bernhauer, Jakub Lokoc, Tomas Skopal

“…In their natural forms, some data entities are unstructured, such as texts or multimedia objects, while some are structured but too complex (e.g., high-dimensional tabular data). …”
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Latent environment allocation of microbial community data. by Koichi Higashi, Shinya Suzuki, Shin Kurosawa, Hiroshi Mori, Ken Kurokawa

“…As data for microbial community structures found in various environments has increased, studies have examined the relationship between environmental labels given to retrieved microbial samples and their community structures. …”
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The importance and challenges of data collection in risk assessment by Xekalakis Georgios, Fokaides Paris, Christou Petros

“…Reliable data collection is paramount for assessing and mitigating risks posed by natural hazards and climate change to urban sustainability and resilience. …”
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Design by data. From interfaces to responsive architectures by Attilio Nebuloni, Giorgio Buratti

“…In addition, they represent a synthesis of the ability of such digital technologies to dynamically discriminate, process, and interpret heterogeneous potential data derived from the context. …”
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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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nD-PointCloud Data Management by Haicheng Liu

“…File-based solutions require substantial development of data structures and algorithms. Also, with such solutions, enormous effort has to be made to integrate different data types, formats and libraries. …”
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Be-dataHIVE: a base editing database by Lucas Schneider, Peter Minary

“…Furthermore, multiple different data structures for machine learning were computed and are directly available. …”
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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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On inference of boxplot symbolic data: applications in climatology by A. Sadeghkhani, A. Sadeghkhani

“…The proposed techniques provide robust tools for analyzing complex data structures, offering valuable insights into climatic trends and variations. …”
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Equitable Data Governance Models for the Participatory Sciences by Caren Cooper, Vincent Martin, Omega Wilson, Lisa Rasmussen

“…To avoid extractive practices and related harms, projects can adopt structures so that those who make decisions about the data set and/or each datum are different from those responsible for executing the subsequent decisions about data management. …”
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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 first data on the role of rhyncholites in the process of epibiota by E. S. Gaponenko, M. A. Ulshin, V. N. Komarov

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Using Time-Series Databases for Energy Data Infrastructures by Christos Hadjichristofi, Spyridon Diochnos, Kyriakos Andresakis, Vassilios Vescoukis

“…Energy data management frequently involves time sensitive operations, including rapid data ingestion, real-time querying, filling in gaps from missing or delayed data, and updating large volumes of timestamped and loosely structured data, all of which demand high processing power. …”
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Data-Driven Green Transformation: How Public Data Openness Fuels Urban Land Use Eco-Efficiency in Chinese Cities by Yongqiang Li, Bowen Li, Jiani Chen, Yue Zhang, Yian Hu, Chengming Li

“…This paper examines the potential of public data in enhancing ULUEE, focusing on public data openness (PDO), using a sample of 294 prefecture-level cities spanning from 2014 to 2022. …”
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Unlocking insights in real estate markets: Integrating geo-spatial data for comprehensive property valuation and urban planningMendeley Data by Serkan Varol, Serkan Catma

“…The original dataset consists of house characteristics data for 873 residential sales between January 1, 2023, and September 25, 2023. …”
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A Cloud-Based Platform for Harmonized COVID-19 Data: Design and Implementation of the Rapid Acceleration of Diagnostics (RADx) Data Hub by Marcos Martínez-Romero, Matthew Horridge, Nilesh Mistry, Aubrie Weyhmiller, Jimmy K Yu, Alissa Fujimoto, Aria Henry, Martin J O'Connor, Ashley Sier, Stephanie Suber, Mete U Akdogan, Yan Cao, Somu Valliappan, Joanna O Mieczkowska, Ashok Krishnamurthy, Michael A Keller, Mark A Musen

“…Data files are structured using a unified specification to support consistent representation and machine-actionable metadata. …”
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Personal Data Subject Rights Protection: A Comparative Study Between Indonesian PDP Law And the UK Data Protection Act by Sofia Roselin, Moody Rizqy Syailendra Putra

“…Using a normative juridical method with a comparative legal approach, this study examines key principles, enforcement mechanisms, and institutional structures in both legal systems. The research finds that while both laws emphasize individual data rights and accountability, the UK has a more established institutional framework (ICO) compared to Indonesia, which still lacks an independent supervisory authority. …”
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