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Thus, the simplest hypothesis is that elimination of excess clusters reflects the depletion of polarity factors from losing clusters as they are acquired by a competing cluster.
These findings imply that it is the presence of a competing cluster that promotes the dissolution of other clusters in the same cell.
Thus, the disappearance of a cluster could not be unambiguously attributed to the presence of a competing cluster in the same cell.
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From the NMI scores, the proposed algorithm is clearly superior to the competing clustering algorithms.
DOI: http://dx.doi.org/10.7554/eLife.11611.012 The prolonged competition observed in slow-exchange strains allowed us to ask whether late-arriving factors such as septins are recruited to one or more of the competing clusters.
Given the costs of the various reductions and their order to be evaluated in, determined in the first two steps, the algorithm attempts to cluster those contexts closest to one another, with the enforced constraints that only competing clusters of the same composition are compared.
The analysis is complex due to competing events, clustering, multiple timescales and time-dependent period and intervention variables.
In order to optimize the enniatin production in this host, several cultivation conditions and the deletion of potential competing gene clusters for native secondary metabolites were addressed.
Supermarkets compete with clusters of kiranas, which together can offer most of the same products.
Most profoundly is the higher performance of certain biclustering methods, such as ISA (Iterative Signature Algorithm), QUBIC (Qualitative Biclustering), and FABIA, and direct NI methods, primarily GENIE3, on human and/or synthetic data, where these methods can in some cases compete with clustering and decomposition methods.
In the case of heterotypic clusters, competing factors can bind even to very well determined motifs that overlap.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com