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The core of the LOG-a-TEC testbed consists of a sensor network containing approximately 50 low-cost nodes mounted on public lighting infrastructure, distributed between two clusters: one in Logatec city center and the other in the industrial zone.
A new Olympic Park - which Mr Chernyshenko says will get its final "beautification work" this October - has been built by the Black Sea coast in the Imeretin Valley, with 11 venues divided between two clusters, one coastal and one mountainside.
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A redundancy analysis based on microbial abundance profile demonstrated two clusters, one cluster with Babassu and Control treatments, and other cluster with Mofumbo, with some variables associated to dissimilarity between clusters.
Thus, most gene families were shared between two clusters or more but one private gene family (detoxification) was observed for cluster 3. Details on the gene families belonging to different functional categories and represented in each cluster are presented in Table 1.
A correspondence can be established between two clusters if the common marker genes overexpressed in one cluster are overexpressed in the other.
The blue to red arrows indicate the sum of outgoing arrows between two clusters (from A ), that is, the summed predictive power of one cluster over the other.
Single-linkage clustering: the distance D A, B) between two clusters A and B equals the distance between the two elements (one in each cluster) that are closest to each other: Dleft( A, Bright)= min left{ dleft( a, bright)/ ain A, bin Bright} (18).
Complete-linkage: the distance D A, B) between two clusters A and B equals the distance between the two elements (one in each cluster) that are farthest away from each other: Dleft( A, Bright)= max left{ dleft( a, bright)/ ain A, bin Bright} (17).
The cluster analysis was done using the complete linkage clustering [ 20] where the distance between two clusters was measured as a maximum distance between a point in one cluster and a point in another cluster.
We use method = 'furthest' which means the distance between two clusters is the maximum of all the distances between any sample in one cluster and any sample in the other cluster.
Average-linkage: The distance between two clusters is defined as the average of all distances between the observations in one cluster and the other cluster: average- linkage dist ance=frac{1}{N_X{N}_Y}{displaystyle sum_{xin X}}{displaystyle sum_{yin Y}} distleft x,yright); where X and Y are two different clusters; N X,N Y are the corresponding numbers of observations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com