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Canadian cities, for instance, cluster near the southern border; people who go north do so only seasonally.
For instance cluster 7 transcripts increased to a greater extent than those within cluster 8.
Note that these numbers only indicate cluster membership; for instance, cluster 0 is not more closely related to cluster 1 than to cluster 22 or any other cluster.
For instance, Cluster 32 is enriched in both E2F_TDP and MH1 motifs, corresponding to the two transcription factors in the TRNM: E2F1 and SP1.
For instance, Cluster 1 contains genes such as cyclin A2, cyclin B1, cyclin E1, cyclin F, polymerase alpha 2, RNA polymerase II polypeptide H, and RNA polymerase III polypeptide G, whereas Cluster 3 genes include Nanog, Sox2, Pou5f1 (Oct4), Klf2, Zpf42 (Rex1) and Esrrb.
For instance, cluster B and cluster C strains were similarly grouped by both approaches.
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In Italy, for instance, clusters of manufacturers that make goods like shoes, terra-cotta tiles or eyeglass frames and whose low prices and styling have made them market leaders are wincing over mounting imports from East Asian countries like China.
As a future work, we would like to investigate hybrid or semi-decentralized approaches, for instance cluster-based algorithms that take decisions with a minimum amount of feedback to be exchanged between the SBSs.
For instance, clustering protocols like the one proposed in [4] aim at reducing and evenly distributing the energy consumption in order to extend the network's lifetime.
These may amplify skilled migrant channels: for instance, clusters of high-value activity may improve ideas flow, both within and across sectors; and cities' large upstream and downstream markets may help entrepreneurs develop new ideas and establish markets.
Given its potential, a large number of research studies focus on several aspects of cluster analysis; for instance, clustering algorithms and extensions for particular data type [31], dissimilarity (or distance) metric [32], optimal cluster number [33], relevance of data attributes per cluster [34], evaluation of clustering results [35], and cluster ensembles [36].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com