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On the whole, Phylofinder does improve data retrieval, however, the inclusion of just one classification limits the higher taxon queries that can be performed to only those included in NCBI and TBmap.
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Expanding search terms with synonyms also improves data retrieval.
Significantly improved data retrieval quality is shown for all queries, and additional flexibility is achieved via user-driven taxonomy selection.
We conclude that data retrieval difficulties are in part due to the lack of taxonomic intelligence in TreeBASE, and we demonstrate improved data retrieval based on the use of TCl-Db and the software infrastructure we created, as compared to results delivered by Phylofinder [ 9].
ELNs provide a range of features that can help to improve data management, data retrieval, and collaboration providing positive benefits for teaching, learning, and research [6].
Retrieve and Rank: uses machine learning look at "signals" in data to improve information retrieval.
Ontologies are used within the context of Spatial Data Infrastructures to denote a formally represented knowledge that is used to improve data sharing and information retrieval.
And there is a big push for better data retrieval, as travel managers are under pressure to justify every expense.
Paper-light or paperless offices can also improve problems with loss or misplacement of physical paper records, reduce time spent handling paper records, facilitate the sharing of data, improve data quality through facilitated review, and ease retrieval of needed information.
eLNs facilitate the retrieval of data or information over long periods of time, improve data quality (legibility), and allow the detailed reconstruction of individual experiments.
Fingerprinting, copy control, broadcast monitoring, data authentication, multimedia indexing, content-based retrieval applications, medical imaging applications, error concealment, quality assessment, and improved data compression are only a few of the applications where watermarking can be usefully employed.
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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