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Yes, all of these problems were exposed in some fashion by the Snowden revelations: A year ago, it was still classified that NSA was searching for the American people's data in its database of "foreign" data.
Representative Jim Himes, Democrat of Connecticut, told General Alexander that he was "more troubled" by the domestic calling log program, which he called "historically unprecedented in the extent of the data that is being collected on potentially all American citizens," than with the gathering of foreign data.
Incorporation of foreign data gave correlations above 0.98 for new with previous evaluations of foreign Holstein bulls, but lower for other breeds.
We also tested a scenario when foreign data was used in a semi-supervised way; the performance gains obtained by both kinds of foreign data were then noticeably lower than in the supervised case, but followed the same trend.
In this paper, we investigate the relevance of foreign data characteristics, in particular domain and language, when using this data as an auxiliary data source for training ASR acoustic models based on deep neural networks (DNNs).
We cannot exclude that additional analyses of foreign data from other countries could ultimately lead to a different item selection.
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The novelty of the paper consists in exposing the internal mechanisms of data management, which are the basis of handling foreign data in Mechanical Desktop environment.
While susceptibility studies were done on large numbers of isolates in foreign data, this local study comprises one of the pioneering attempts, to determine the antibiotic susceptibility pattern of H. pylori infection in the Philippines.
That the United States government is willfully tapping the core cables of the Internet, trying to hack into foreign data centers of American tech companies, and working to weaken encryption has led to a rift between Washington and the Valley.
These gains are complementary to the previous improvements, as can be seen from Table 5 (e.g., relative gain of about 5 and 7 % in the case of ESTER-57 applied as foreign data).
What began with the exposé that the NSA was collecting the phone records of U.S. citizens has expanded around the world to include the cell phone of a chancellor, the email of a former Mexican president and MUSCULAR — a program to tap data cables between foreign data centers of U.S.-based companies to get around Constitutional boundaries.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com