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First, conventional approaches that derive a global result rather than a local one fail to cluster customers into such groups who have similar characteristics on a fraction of variables.
There are also some less mathematical approaches that derive similar conclusions.
A second potential benefit of the integrated approach is that it differentiates between upstream (anchors) and response genes, an advantage over existing approaches that derive gene regulatory networks from expression data alone.
We have used approaches that derive maps of contemporary malaria risk and approximations of receptivity within the same space time MBG framework resolved at the district level in Somalia.
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It was an approach that derived from the origins of crowd theory, in nineteenth-century France, which had a history peppered with urban uprisings.
First, we propose a measurement-based approach that derives a mapping between average albedo of the surface patch containing the hole and the hole depth.
It has not rejected testable intuitions that could be supported from textual analysis but it is also by no means an exclusively data driven approach that derives its categories from the statistical analysis of corpora.
The CASA emax term was set uniformly at 0.55 g C MJ-1 PAR, an approach that derives from calibration of predicted annual NPP to previous field estimates [42].
In contrast to our non-targeted approach, they used a targeted approach that derives 15 different lipoprotein subclasses from the spectral region between 0.6 ppm and 1.5 ppm.
Krewski et al. (1989) have proposed an approach that derives a risk metric by combining information on PAH profiles with information on relative carcinogenic potency from animal studies.
The Neighbor Counting Approach from Schwikowski et al. is a local prediction approach that derives new annotations for a protein based on the frequency of annotations within its direct interaction partners [ 19].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com