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Because of the wide range of cluster sizes, we decided to re-apply the hierarchical clustering.
The situation is complicated, however, since there are a wide range of cluster projectiles, each with a particular advantage for a particular aspect of the measurement.
We suggest that this apparent disconnect could be explained if we consider influenza incidence at school level as an aggregate of semi-independent self-sustaining clusters of transmission at the class-room level, which produces a wide range of cluster sizes distributed around an inherent mean.
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We illustrate that a wide range of clustering procedures, including generalized hierarchical methods, can be defined as parameters which are compositions of individual mappings for clustering patients and genes.
In a short time the Q function evaluating the goodness of partitioning a graph into given clusters became an essential element of a wide range of clustering methods.
It is important to note that a wide range of clustering patterns was reported.
There is a wide range of clustering algorithms introduced for finding such sub-network modules [ 61], some of which are also available in network analysis software, including MCODE [ 62] or Graphle [ 63].
Further, random cluster dispersal results in a wide range of inter-cluster distances, causing different susceptibility of individual clusters to neighboring signals.
The findings showed adolescents have a wide range of unique clustering patterns and the most common clustering pattern was a high animal lipid and salt diet.
We next correlated activity between the significant clusters in the AP condition and found that activity within each cluster was correlated with activity in a wide range of other clusters.
There exists a wide range of microarray clustering and visualization tools available with statistical analysis support, including affy, cclust, cluster, mcluster, hybridHclust, SOM packages from R environment [ 7], integrated systems such as Bioconductor [ 8], and Cluster 3.0/Tree view [ 9], web-based systems such as cyberT [ 10], SNOMAD [ 11] and CARMAweb [ 12].
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