Sentence examples for clustering of expressions from inspiring English sources

The number of states (or facial expressions) are automatically determined from the data by unsupervised clustering of expressions of faces in the video.

Finally, the Topological Overlap Matrix (TOM) was converted from the adjacency matrix and used to derive a TOM-based distance matrix for the hierarchical clustering of expressions.

Unsupervised clustering of expression profiles for differentially expressed genes was carried out using Pearson's correlation and an average agglomeration algorithm.

Multivariate clustering of expression patterns identified 5 clusters of co-expressed compounds with common chemical characteristics.

Correlation of differentially expressed transcripts was detected by hierarchical clustering of expression values with the Cluster version 2.11 software [52] applying mean centering and normalization of genes and arrays before the computational clustering analysis.

Clustering of expression profiles allowed the identification of distinct groups of co-expressed genes.

Supervised hierarchical clustering of expression data was performed with the Cluster program 3.0 using Pearson correlation as similarity metric and centroid linkage clustering [13].

Coregulated genes were detected using partitional clustering of expression patterns.

Hierarchal clustering of expression profiles in each species.

The initial stage of our approach involved the clustering of expression profiles by SSFKCN algorithm [ 36].

For hierarchical clustering of expression profiles, the average-linkage method was applied.