Exact(1)
However, in cases where eDNA sequence tags show high sequence similarity to domains found in functionally characterized gene clusters, this information can be used to predict the presence of specific gene cluster families within a specific microbiome.
Similar(7)
In some applications, it may be important to know how strongly the algorithm believes a data point belongs to a cluster; this information can be inferred with the GMM.
But for the proposed clustering algorithm, this information is sufficient.
If a distinct regulation was evident from the clustering profile, this information was added to the table as well, making this an overview of regulation and possible polysaccharide specificity for each of the 161 genes in the survey.
They use hidden Markov models to identify temporal correlations between different clusters and use this information to predict future workload variations.
If the genes present in this pathway are associated with clusters of orthologues this information is added to the pathway making the visualization of the same process available for different organisms.
Moreover, since active sensors are typically located close to the PU, and also close to each other forming a spatial cluster, this side information should also be considered in the design of the detector.
Moreover, the presented routing approach maintains a mapping of each node's cluster association, propagating this information in existing routing messages only when changes occur.
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