NHS national data opt-outs: trends and potential consequences for health data research by John Tazare, Alasdair D Henderson, Jessica Morley, Helen A Blake, Helen I McDonald, Elizabeth J Williamson, Helen Strongman

“…Using a hypothetical study, we explored statistical and epidemiological implications of opt-outs. Results: During the lead up to a key government-led deadline for registering opt-outs (from 31 May 2021–30 June 2021), 1 339 862 national data opt-outs were recorded; increasing the percentage of opt-outs in England from 2.77% to 4.97% of the population. …”
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Application of Protocol Buffer in Enterprise Cloud Contacts Abstract This paper introduces the method to use Protocol Buffer to update data in enterprise cloud contacts, and compares the time and size of XML（extensible markup language）, JSON（JavaScript object notation）and Protocol Buffer, through the test data. by Hao Yin, Qiwei Shen, Chun Wang

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Data Slots: trade-offs between privacy concerns and benefits of data-driven solutions by Martina Mazzarello, Fàbio Duarte, Simone Mora, Cate Heine, Carlo Ratti

“…We define a data-driven solution as an application, service, or device that leverages big data. …”
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RESEARCH OF METHODS TO SUPPORT DATA MIGRATION BETWEEN RELATIONAL AND DOCUMENT DATA STORAGE MODELS by Mariia Peretiatko, Mariia Shirokopetleva, Natalya Lesna

“…The following results were obtained: the possibilities of relational algebra and set theory in the context of data models and queries are used, as well as in model redesign, the strategy of migration of data models is chosen, which provides relational and document-oriented data models, the algorithm of application of this method is described. …”
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Data augmentation of time-series data in human movement biomechanics: A scoping review. by Christina Halmich, Lucas Höschler, Christoph Schranz, Christian Borgelt

“…<h4>Objective</h4>This scoping review on data augmentation for biomechanical time-series data focuses on examining current techniques, evaluating their effectiveness, and offering recommendations for their application.…”
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Easy Data Augmentation untuk Data yang Imbalance pada Konsultasi Kesehatan Daring by Anisa Nur Azizah, Misbachul Falach Asy'ari, Ifnu Wisma Dwi Prastya, Diana Purwitasari

“…The EDA process with RI gave better coherences of 0.55, and it could support the EDA application to handle imbalanced data, eventually improving the classification performance. …”
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Who decides what is read on Goodreads? Uncovering sponsorship and its implications for scholarly Research by Yuerong Hu, Jana Diesner, Ted Underwood, Zoe LeBlanc, Glen Layne-Worthey, John Stephen Downie

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Implication of Fuel Subsidy Removal on Household Nutrition and Health Status in Kogi Central Senatorial District of Kogi State by Tioluwa Justina Atiti, Calister Lebechukwu Nwadi, Domitila Ogechi Emesiani, Rachael Adiya Wonah

“…The simple random sampling technique was used to select one hundred households. The instrument for data collection was a questionnaire titled Implication of Fuel Subsidy Removal on the Household Nutrition and Health Status (IFSRHNHS). …”
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An Integrated Drought Index (Vapor Pressure Deficit–Soil Moisture–Sun-Induced Chlorophyll Fluorescence Dryness Index, VMFDI) Based on Multisource Data and Its Applications in Agricultural Drought Management by Caiyun Deng, Li Zhang, Tianhe Xu, Siqi Yang, Jian Guo, Lulu Si, Ran Kang, Hermann Josef Kaufmann

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The emerging role of pathologists in the era of modern medicine. by Shovana Karki

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Demographic variables, clinical aspects, and medicolegal implications in a population of patients with adjustment disorder by Anastasia A, Colletti C, Cuoco V, Quartini A, Urso S, Rinaldi R, Bersani G

“…Half of the patients were subjected to a single first examination; 24.47% requested a copy of medical records.Conclusion: Confirming previous data from previous reports, our results suggest that AD may have a distinct profile in demographic and clinical terms. …”
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EXAMINING SPEECH ACTS AND PRAGMATIC IMPLICATIONS IN BBC NEWS HEADLINES: MEDIA DISCOURSE ANALYSIS ON THE PALESTINE-ISRAEL CONFLICT by Prima Hidayoza, Ahmad Bukhori Muslim

“…The document analysis through the written texts of headlines was the main data. The research shows that there are four of five categories of speech acts found in this research, calculating “assertive” and “commisive” as both the largest and the least frequent models under the main framework of the Searle model. …”
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Evolution and gaps in data mining research: Identifying the bibliometric landscape of data mining in management by Romel Al-Ali, Sabri Mekimah, Rahma Zighed, Rima Shishakly, Mohammed Almaiah, Rami Shehab, Tayseer Alkhdour, Theyazn H.H Aldhyani

“…Despite a large number of publications, interdisciplinary applications of data mining are limited. The scientific publication on data mining and its relationship with decision-making, artificial intelligence, forecasting, and sentiment analysis is found to be weak, showing significant research gaps in these areas. …”
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FedDAR: Federated Learning With Data-Quantity Aware Regularization for Heterogeneous Distributed Data by Youngjun Kwak, Minyoung Jung

“…Federated learning (FL) has emerged as a promising approach for collaboratively training global models and classifiers without sharing private data. However, existing studies primarily focus on distinct methodologies for typical and personalized FL (tFL and pFL), representing a challenge in exploring cross-applicable training methods. …”
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Expert Experiences in Anonymizing Personal Data and Its Use as Open Data: Qualitative Insights by Norbert Lichtenauer, Johann Guggumos, Matthias Kampmann, Juliane Kis, Florian Laumer, Elena März, Florian Wahl, Sebastian Wilhelm

“…<i><b>Discussion</b></i>: The findings highlight significant uncertainty among stakeholders regarding the anonymization of personal data. Although the importance and potential applications of open data for innovation and continuous improvement are widely acknowledged and supported, numerous challenges persist at both the macro and micro levels. …”
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Enhancing Clinical Data Infrastructure for AI Research: Comparative Evaluation of Data Management Architectures by Richard Gebler, Ines Reinecke, Martin Sedlmayr, Miriam Goldammer

“…ConclusionsThe optimal data management architecture for clinical applications depends on an organization’s specific needs, available resources, and strategic goals. …”
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Data of REEs (Ce, Nd, Th) analysis from Bangka tin tailing applying froth flotation method using sodium oleate and KClO3Mendeley DataMendeley DataMendeley Data by Wiwik Dahan, Djoko Hartanto, Ratna Ediati, Rita Sundari, Subandrio, Irfan Marwanza

“…This article presented the data of REEs (Rare Earth Elements) analysis from exploitation of Bangka tin tailing, Indonesia. …”
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Research support services in digital humanities: approaches, technologies, tools by Harahulia Serhii, Symonenko Tetiana

Subjects: “…data analytics, library services, big data, research data visualization, research services, european association for digital humanities, artificial intelligence applications, historical and cultural heritage resources, digital culture, digital humanities projects.…”
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Account hijacking threat attack detection for OAuth2.0 authorization API by Qixu LIU, Kaili QIU, Yiwen WANG, Yanhui CHEN, Langping CHEN, Chaoge LIU

“…OAuth2.0 protocol has been widely adopted to simplify user login to third-party applications,at the same time,existing risk of leaking user privacy data,what even worse,causing user accounts to be hijacked.An account hijacking attack model around authorization code was built by analyzing the vulnerabilities of the OAuth2.0 protocol.A vulnerable API identification method based on differential traffic analysis and an account hijacking verification method based on authorized authentication traffic monitoring was proposed.An account hijacking attack threat detection framework OScan for OAuth2.0 authorization API was designed and implemented.Through a large-scale detection of the 3 853 authorization APIs deployed on the Alexa top 10 000 websites,360 vulnerable APIs were discovered.The further verification showed that 80 websites were found to have threat of account hijacking attack.Compared with similar tools,OScan has significant advantages in covering the number of identity provider,the number of detected relying party,as well as the integrity of risk detection.…”
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Advancements in Coded Computation: Integrating Encoding Matrices with Data Shuffling for Enhanced Data Transmission Efficiency by Yuan Shijie

“…This study delves into the fundamental principles, technological advantages, and applications of coded computation, emphasizing the integration of encoding matrices and data shuffling techniques. …”
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