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Since the target users for our proposed method are the news/intelligence analysts who seek more automated analysis of documents, we used 52,000 unclassified training news reports and stories, similar in format with the real documents analyzed by analysts' NER systems (unstructured text, and in a variety of lengths, from a few pages to over 200 pages in some cases).
Current data structures could be strengthened to support more automated analysis of grantee information.
Overall the nanolens approach has the advantage that it supports a more automated analysis, since it eliminates the searching and hand-picking of hotspots, which is a common practice in SERS-related measurements.
For countries with sophisticated data acquisition and analysis, more automated analysis with computer algorithms reduces the time required for monitoring and strengthens the efficiency of the monitoring system in the long term [17].
For countries with sophisticated data acquisition and analysis, more automated analysis with computer algorithms reduces the time required for monitoring and strengthens the efficiency of the monitoring system in the long term [ 17].
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Simulation results, using the two evaluation approaches, confirm that the traffic is more secured in the presence of more automated vehicles with quantitative analysis.
A more automated approach, suitable for analysis of multiple gene families, will still require validation by a manually supervised approach.
Some of the failures to amplify junctions and fusion transcripts may have been technical failures, or due to errors in mapping the paired sequences, or because the rearrangements were more complex than the automated analysis revealed.
With complex answers it can become more difficult to consider all possible synonyms and an automated analysis becomes more erroneous.
As cloud deployments become increasingly large and complex the requirement for automated analysis becomes more pressing.
The automated analysis classified more cells as 'other' than the manual analysis, which reflects errors made in classification.
Write better and faster with AI suggestions while staying true to your unique style.
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