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Further, the expression data was clustered through hierarchical clustering on the estimated Euclidean distance matrix using optimal leaf-ordering implemented in the software.
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"Features of the data are clustered through unsupervised Machine Learning into sets that reflect individual devices and device states.
However, activity has been clustered through time, with repose periods of <0.5 k.y. to 20 k.y.y
Also, the contextual information is clustered through a soft decision tree structure with the total number of L leaves partitioning the contextual factor space through the membership functions.
Results were clustered through 4 criteria, leading to 9 major challenges, each of them broken down into two important issues for research.
The simple KNN method, however, does fail in reproducing the connected patterns carefully to capture the flow behavior of the system in a reasonable way when patterns are clustered through K-means method.
Then they are clustered through hierarchical clustering analysis.
Genes with similar expression patterns were clustered through hierarchical clustering using hclust in R. Gene Ontology enrichment analysis was done in Gorilla using default parameters [ 67].
Interestingly, the estimate of unique sequences using the 5' EST data did not change substantially from reracked library r1021 where only approximately 6800 ESTs were clustered through library r1088 where over 250,000 sequences were clustered.
In sequence level, correspondence inspection was operated as follows: (1) 270 TFs (with sequences) out of 326 TFs were clustered through the BLASTCLUST algorithm [ 25], which could categorize sequences according to their similarity.
In such junctions, cadherins are clustered and connected through their cytoplasmic domain with a complex network of cytoskeletal proteins.
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