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The issue with the NSA in all its activities revealed by Edward Snowden – not just the collection of phone metadata but also the wholesale hoovering of communication on the internet, the creation of backdoors in technology and other efforts to subvert security, the spying on other nations' officials and companies – is government overreach and the absence of oversight.
Blinkx stands out because it indexes not just text metadata but also the spoken word in video footage via speech recognition.
The APIs give developers not only access to the Deezer catalog of 15 million tracks and related metadata, but also Deezer's HTML5-based music streaming technology, which can be used without downloading a desktop client (unlike Spotify, until recently).
We have developed a web-based system that allows users to query a database of images not only using metadata, but also drawing sketches of configurations of objects they are interested in as well as inputting textual descriptions of their intended task.
Take the example of an MR study of the head: effective anonymisation would not only require removal of all written information from the file including DICOM metadata, but also the use of a software that can provide irreversible scrambling of the soft tissue structures of the individual's face.
The large dark blue patch in the middle of the heat map indicates that for the majority of challenges, largely those in the black challenge cluster (top, middle), both the metadata but also the more extensive training data in positive mode for the machine learning approaches ensured that many Top 1 ranks were achieved.
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In Method A, metadata is indexed separately; Method B searches metadata separately, but also includes it as part of the abstract text.
DataUp was designed not only for standalone metadata checks, but also for contacting a variety of repositories to obtain persistent identifiers and to archive data.
The idea behind MusicBox is that it analyzes every song for not only written metadata (artist, genre) but also beats per minute, length, tone, and a whole bunch of other semi-tangible quantities (check out the demonstration video).
Types of metadata included taxonomic nomenclature (particularly challenging for microbial species), but also metadata associated with sample isolation source, organism habitat and organism phenotype.
The log files contain not only information about the calculated properties, but also metadata, such as computing environments, errors, warnings, etc.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com