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For the first step, we use ontology based gazetteering, with the help of the morphological analyzer [ 24], to capture term variations.
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Term co-occurrence probabilities are considered in the semi-supervised document clustering process to capture term-to-term dependence relationships.
All variables will be calculated in levels and in differences (measured as yearly changes) to capture long-term and short-term effects.
As an agricultural drought index, SMAP_SWDI has potential to capture short term moisture information similar to AWD and related drought indices.
Gershuny ([2012]) suggests using a combination of both instruments to capture long-term as well as short-term estimation of individual time use.
The thesaurus terms will be exploded to capture narrower terms.
For this analysis, we included a sequential week number in the model to capture long-term linear trend, the square of week number to capture any long-term curved trend, and harmonic terms with annual periodicity for the seasonal pattern.
For this application, an inability of assessment methods to capture long-term physical activity is therefore a limitation and long-term reproducibility, part of which may be due to real changes in physical activity, is most relevant.
We did not consider short-term experimental studies because they are not well-suited to capture long-term patterns, but rather provide important insight into potential underlying biological mechanisms.
As previously mentioned, the study aims to capture short-term temporal information in the front-end prior to modelling longer-term information with the back-end.
So you're only looking to capture short-term gains in a particular sector?
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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