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Data ambiguity and invalidity can cause significant expensive issues in the cadastral domain (e.g. legal disputes).
By analyzing information entropy and data ambiguity, only the useful and confident context information would have a final impact on categorization.
Finally, for hourly data, ambiguity resolution can significantly improve the accuracy of epoch-wise position estimates from 13.7, 7.1 and 11.4 cm to 0.8, 0.9 and 2.5 cm for the East, North and Up components, respectively, but a few tens of minutes is required to achieve the first ambiguity-fixed solution.
And there's none of the data ambiguity or user experience issues seen with some iOS tracking solutions.
Two common sources of data ambiguity in biological evidence are (a) DNA mixtures from multiple contributors, and (b) low template DNA (LT-DNA) that is under 100 pg in the evidence sample.
All of these examples of data ambiguity (discordant or insufficient published data) highlight gaps in knowledge for further study.
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Second, identity resolution needs to handle not only duplicates caused by entry errors or data ambiguities but also intentional identity fraud and deception, which tend to be hidden and concealed.
The majority of data ambiguities that were found during the reviewing process (41 in total) were transcription errors confirming that the documentation process is still the most error-prone stage in reporting mtDNA population data, especially when performed manually.
Extended Data Fig. 9 Corallicolid phylogenetic placement using plastid data shows ambiguity.
The proposed SP-JIPDA algorithm avoids the extra data association ambiguity between the measurements and illuminators, and moreover, the measurement information from various illuminators is utilized in a more effective way and delivers much better tracking performance compared with the MJIPDA algorithm.
We were able to match 50 of these genes to our data without ambiguity.
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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