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To address the second issue, a pruning strategy is further developed based on a novel concept of pattern coverage, to present a small set of patterns that covers many events to decision makers.
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The pattern generation module uses a small set of supervised patterns to automatically search and build a large and comprehensive pattern set.
In general, the selection-mutation process, when superimposed on demographic and environmental noise, yields a small set of characteristic patterns for species abundance curves.
This chapter explains why majority of proteins fit a small set of common folding patterns.
The transcription networks have been proven to be made up of a small set of recurring regulation patterns that are called network motifs, and they serve as basic building blocks of transcription networks.
Atchley et al. [31] did factor analysis on AAIndex to produce a small set of highly interpretable numeric patterns of amino acid variability.
We introduce a method which represents the full set of histone modifications or variants occurring at a selected annotation class (i.e., promoters or enhancers) across a genome in terms of a small set of co-occurring "basis" patterns.
Instead, we took the approach of assuming initial spatial patterns for a small set of well-studied genes for an earlier time point, then tested the model ability to predict spatial patterns at a later time point.
Summarizing each pattern in a small set of its statistical measures might have the potential of reducing dimensionality of the existing patterns in an appropriate and unique manner so that patterns of different occurrences of available categories at their different nodal locations are easily distinguished from each other in the new coordinate system of the selected summaries.
Although statistical measures were calculated using Fisher's z-transformation to restrict our analyses on only highly co-expressed modules from our bi-clustering results, we could be missing other highly co-expressed GSs (or BCs) if they only had similar expression patterns on a small set of ROIs (or genes).
The number of global "chromatin states" has been estimated to be in the several hundreds even when only a small set of marks is used to define each pattern [ 18].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com