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Since taking the tensor product of their respective feature spaces corresponds to the interaction of features from multiple views, the concept of tensor serves as a backbone for incorporating multi-view features into a consensus representation by means of tensor product, where the complex multiple relationships among views are embedded within the tensor structures.
During the scanning stage, we use the consensus representation.
Instead, the network consensus representation implies that the listerial eut cluster is made up of genes with firmicute ancestry.
However, other Danio chromosomes appear scattered across several linkage groups, without a consensus representation for any particular group (e.g., Danio chromosomes 2 and 5).
This high accuracy was achieved using a PWM (position weight matrix) representation of the motif rather than the consensus representation that is commonly used for the "canonical" 11 bp ACS motif.
The consensus representation is more efficient in searching for new instances, and may lead to faster convergence, while the PWM is more powerful in representing weaker motifs and is more accurate in evaluating the motif quality.
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As part of our efforts to select fingerprint representations to generate consensus representations of chemical space and activity landscapes [5, 6] herein we discuss the results of a systematic comparison of more than 10 2D and 3D fingerprint representations in terms of performance in diversity analysis (as opposed to similarity searching).
The SRC consensus representations also clearly indicate a preference for acidic residues at positions −4, −3, −2, and +1; the motif extracted from the CSF-1R-induced SRC substrates has the same profile.
Contiguous consensus representations for k-mer contigs and scaffolds were generated in two phases.
Polish constitutionalism can be traced to the 13th century, when government by consensus and representation was already well established in the young Polish state.
The genes from the eut operon are most closely related to homologs from other firmicutes, although consensus network representation of gene trees suggests potential recombination within the cluster.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com