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This system identifies risk factor mentions with a CRF system complemented by hand-designed patterns, identifies and normalizes temporal expressions through a tailored version of the Heideltime tool, and determines temporal relations of each risk factor with a One Rule classifier.
Finally, the module for the PPI syntactical patterns identifies combinations of the previously identified components, such as NP_P VP det? NP_P and NP_P VP det? NP of NP_P, where NP_P is an NP that contains an identified PGN.
The DP model is a nonparametric Bayesian approach that enables the matching of current influenza activity to simulated and historical patterns, identifies epidemic curves different from those observed in the past and enables prediction of the expected epidemic peak time.
Multiple sequence alignments combined with the analysis of predicted secondary structures, non-structured regions and splicing patterns, identifies five novel non-catalytic structural domains which are common to both subfamilies, revealing that they share a conserved modular organization.
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The patterns identified above show up in both the 30- and 50-day moving averages.
Thus, patterns identified were rooted in participants' own descriptions.
X-ray diffraction patterns identify the intercalation of PANI chains between GO sheets.
There were some further distinctive temporal patterns identified in the MCC hot spots.
The final phase of the analysis looked at the implications of the patterns identified.
Analysis of chromosomal segment patterns identified gene candidates that are associated with phenotype.
Spectral analysis of the quasi-periodic patterns identified at least three time constants of different orders of magnitude.
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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