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Deep Learning: Differential Privacy Preservation in the Era of Big Data
Journal of Computational Information Systems, 2022In recent years, deep learning (DL) has been ubiquitous in several areas, such as text recognition and data analysis, limited by this and increasingly used in security and data protection applications. Thus, the DL method has achieved remarkable big data
Jalpesh Vasa, Amit Thakkar
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Blockchain-based privacy preservation framework for healthcare data in cloud environment
Journal of experimental and theoretical artificial intelligence (Print), 2022The storage of Electronic Health Records (EHRs) on mobile cloud environments has undergone a paradigm shift in recent years, with mobile devices integrating with cloud computing to improve medical data transfers between patients and healthcare providers.
G. Verma
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Privacy-Preserving Sharing of Mobile Sensor Data
2022Accepted ...
Liu, Yin +2 more
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Visualization of data preserving monotonicity
Applied Mathematics and Computation, 2007zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hussain, Malik Zawwar, Hussain, Maria
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Privacy Preserving Integration of Health Care Data
International Journal of Computational Models and Algorithms in Medicine, 2010For health care related research studies the medical records of patients may need to be retrieved from multiple sites with different regulations on the disclosure of health information. Given the sensitive nature of health care information, privacy is a major concern when patients’ health care data is used for research purposes.
Nabil, Adam +4 more
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Context-Preserving Rendering of Medical Segmentation Data
2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007We present a context-preserving visualisation method for segmented volumetric medical images. A segmented volumetric image contains a number of anatomical objects which are important features to be visualised. Our context-preserving rendering utilises the curvature at the surfaces of the segmentation objects to modulate the opacity contribution during ...
David, Hughes, Ik Soo, Lim
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Journal of Library and Information Sciences, 2022
The objective of this study was to investigate the role of research data preservation for enhanced data usage among agricultural researchers in Tanzania.
N. Mwinami, F. Dulle, W. P. Mtega
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The objective of this study was to investigate the role of research data preservation for enhanced data usage among agricultural researchers in Tanzania.
N. Mwinami, F. Dulle, W. P. Mtega
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Preserving Privacy of Temporal Big Data
2020 IEEE International Conference on Big Data (Big Data), 2020In the current technological era, huge amounts of big data are generated and collected from a wide variety of rich data sources. Embedded in these big data are useful information and valuable knowledge to be utilized. With the popularity of initiatives of open data, more big data have been published on open data platforms and made accessible to the ...
Anifat M. Olawoyin +2 more
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Federated Learning for Data Privacy Preservation in Vehicular Cyber-Physical Systems
IEEE Network, 2020Recent developments in technologies such as MEC and AI contribute significantly in accelerating the deployment of VCPS. Techniques such as dynamic content caching, efficient resource allocation, and data sharing play a crucial role in enhancing the ...
Yunlong Lu +4 more
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Unsupervised interaction-preserving discretization of multivariate data
Data Mining and Knowledge Discovery, 2014zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Nguyen, H.-V. +3 more
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