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This can be compared with PSSM approaches, implemented in tools like BioProspector [ 29] and MEME [ 30], which are specified at discriminating over-represented sequence regions based on their positional context.
The second approach is implemented in tools using multiple position-weight matrices (also known as position-specific scoring matrices) to represent multiple specificity profiles obtained by various techniques, e.g. mixture model optimization (Kim et al., 2011) or Gibbs sampling (Andreatta et al., 2012).
Of course, once a good seed PWM has been selected, other search modes [e.g. 'zero-or-one occurrence per sequence' (zoops) or 'any-number of repetitions' (anr)] could be implemented using the type of frameworks previously implemented in tools like MEME or BioProspector.
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This paper explains the NC specification dictionary structure by using EBNF representation, which is further implemented in tool command language, an embedded script language tool.
ML analysis was implemented in tool RAxML v7.6.6 [ 33] using GTRGAMMA approximation with 1000 bootstrap replicates.
At the moment, the workflow was implemented in separate tools using C++, Java, and Matlab.
Moreover, the model can be implemented in FEM tools to predict the mechanical properties of complex parts after cooling.
A number of studies have suggested that many of the learning algorithms implemented in these tools do not stand up well to these kinds of problems [121, 165 165].
Specified lists of genes identified by RankProd as being affected by EGF were used for network generation and pathway analyses implemented in IPA tools.
Due to the generic and modular modelling concept implemented in these tools, they can be applied to simulate virtually any food safety contamination scenario.
An observer implemented in the tool controller estimates the disturbance to the actuator using the tool position sensing information.
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