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These data can be preserved, displayed, printed, or transferred to a long distance computer via the Internet.
These data types resemble the true nature of XML data and therefore, the conceptual semantic of XML data can be preserved.
The results show that this model can provide smooth estimates from low SNR data while important spatial structures in the data can be preserved.
However, it has not considered how to integrate social network data from different sources so that social network analysis and mining can be conducted on the integrated data and yet the privacy of the shared data can be preserved.
More importantly, despite large errors associated with body parts (e.g., arms and forearms) in rotation angles, the result of mapping (i.e., the transformation of high-dimensional data onto a low-dimensional space) reveals that the patterns of motion data can be preserved though dimension reduction; action detection is based on the comparison of patterns (i.e., trajectories) in a 3D space.
When designing a database it is important to consider how the data can be preserved for future use of data in unanticipated ways [ 2].
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Hence, it is equally important for masking techniques to be scalable and fast enough such that data privacy can be preserved in both ways.
This ensures that the main geometric structure of the original data sets can be preserved well in the process of dimensionality reduction.
If an optimal trade-off can be found, patient privacy can be preserved while data users are satisfied with the data utility.
Our data show that β-cell function can be preserved for at least 3.5 years after diagnosis of type 2 diabetes when intensive therapy is initiated early in the disease process.
Our research data establish that (1) the nanoscale structure can be preserved up to 900 °C, (2) anatase is the primary phase, (3) the phase composition remains constant over a broad temperature range, (4) anatase-to-rutile transformation and formation of L-Ta2O5 do not occur below 800 °C, and that (5) the films contain a non-negligible fraction of Ti3+ species.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com