Showing 41 - 60 results of 11,739 for search 'Applied Data Research', query time: 0.17s Refine Results
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    Research on a real-time receiving scheme of streaming data by Xiaoyan ZHANG, Zhihao LIU, Xiaofeng DU, Tianbo LU

    Published 2022-04-01
    “…Discussing the common scenarios in modern data warehouse systems that need to receive a large amount of streaming data, connect it with the existing data on the disk, and then store it in the warehouse.By rationally setting disk paging and applying cache modules to disperse the disk I/O pressure, a more efficient data receiving scheme was proposed based on the existing research, and a consistent Hash function was introduced and extended to distributed environment and a D-CACHEJOIN algorithm applied to distributed environment was proposed.The cost model of the algorithm was calculated by theory and simulation experiment was performed using data that obey the Zipfian distribution.The experiment results show that the proposed algorithm has higher efficiency than existing algorithms in practical application scenarios close to reality, and can be quickly and easily extended to distributed environments.…”
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    Survey on data security and privacy-preserving for the research of edge computing by Jiale ZHANG, Yanchao ZHAO, Bing CHEN, Feng HU, Kun ZHU

    Published 2018-03-01
    “…,has also introduced new security problems especially the data security and privacy issues.Firstly,the background and challenges of data security and privacy-preserving in edge computing were described,and then the research architecture of data security and privacy-preserving was presented.Secondly,the key technologies of data security,access control,identity authentication and privacy-preserving were summarized.Thirdly,the recent research advancements on the data security and privacy issues that may be applied to edge computing were described in detail.Finally,some potential research points of edge computing data security and privacy-preserving were given,and the direction of future research work was pointed out.…”
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    Research on the Simulation Application of Data Mining in Urban Spatial Structure by Jun Zhang, Xin Sui, Xiong He

    Published 2020-01-01
    “…Data mining and simulation of the Internet of things (IOT) have been applied more and more widely in the rapidly developing urban research discipline. …”
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    Effects of data transformation and model selection on feature importance in microbiome classification data by Zuzanna Karwowska, Oliver Aasmets, Estonian Biobank research team, Tomasz Kosciolek, Elin Org

    Published 2025-01-01
    “…Our findings suggest that while classification is robust across different transformations, the variation in feature selection necessitates caution when using machine learning for biomarker identification. This research provides valuable insights for applying machine learning to microbiome data and identifies important directions for future work.…”
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    What was the impact of a participatory research project in Australian Indigenous primary healthcare services? Applying a comprehensive framework for assessing translational health... by Sarah Larkins, Karen Carlisle, Nalita Turner, Sandra Thompson, Simon Deeming, Andrew Searles, Ross Stewart Bailie, Shanthi Ann Ramanathan, Roxanne Bainbridge

    Published 2021-02-01
    “…Data were gathered through in-depth stakeholder interviews and a review of project documentation, outputs and relevant websites.Results LFTB contributed to knowledge advancement in Indigenous PHC service delivery; enhanced existing capacity of health centre staff, researchers and health service users; enhanced supportive networks for quality improvement; and used a strengths-based approach highly valued by health centres. …”
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