Because k-means clustering is processed by mathematical definition, the clustering result sometimes seems to be different from what would be expected.
This step of clustering was processed by Ward algorithm performed in R based on the Euclidean distances between any two modules (E i, j, see Additional file 1) [ 22].
Data were processed by cluster analysis (VARCLUS di SAS System).
In the case of AD4, the results were processed by the built-in clustering analysis, and the lowest energy conformation from the largest cluster chosen as representative.
Hence, we did not explore bimodality in this data separately, but constrained our initial analysis to the two identifiable clusters that had also been processed by a single technician (a cluster of 47 chips - group A, and another cluster of 71 chips - group B).
Typically, genes are grouped together into long, same strand polycistronic clusters where individual mRNAs are processed by trans-splicing and polyadenylation (reviewed in [ 14, 15]).
Additionally, we want to evaluate the measures when streams of clusters available in subspaces [13] are processed by the above algorithms.
** "Big data": defines big volumes of data that is created by congregation of data clusters too large and complicated to be processed by existing information technologies.
In both the cases, the (object|ontology term) list is processed by the clustering algorithm.
The active data set was processed by k-means cluster analysis in order to design training and prediction series.
