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The distinctive feature of this approach is the inference of the structure of an unknown compound that is absent from spectral libraries, i.e. without employing reference structures and their associated spectra.
Biochemical network construction can, to some degree, be considered a reverse engineering process - inference of the structure of the networks from their dynamic behavior [26], which is often measured in terms of gene expression levels.
Comparative mapping with Chinook salmon permitted inference of the structure of coho linkage groups.
BNs are very attractive to the inference of the structure of networks by various reasons.
One very interesting aspect when comparing different methods applied to the inference of the structure of networks is the ability to compare how they perform when faced with real data sets.
throughout England (Cottrell et al. 2002); retracing of the recolonization routes of white oaks in the Alps (Csaikl et al. 2002); and inference of the structure of the Q. affinis Scheidweiler— Q. laurina Humboldt complex in Mexico (González-Rodriguez et al. 2004).
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The results are widely used in statistical inference of the structures of underlying biochemical networks, with the assumption that functionally related genes exhibit similar dynamic profiles.
The results are widely used in statistical inference of the structures of underlying biochemical networks [10], as well as in regulatory sequence analysis to detect common sequence motifs that drive transcription of functionally related genes [11], [12].
Bayesian inference of the genetic structure was implemented with STRUCTURE 2.3.1.
Such background values could distort both the estimation of the variable at nonsampled locations and the inference of the spatial structure of variability of the variable.
The inference of the hidden structure of a population is an essential issue in population genetics.
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