Sentence examples for by clustering operation using from inspiring English sources

Redundancy among protein sequences of each organism is removed by clustering operation using the blastclust executable program in the BLAST package [ 22] from NCBI with a threshold of 90% as sequence identity, and a nonredundant dataset is obtained by keeping only the longest sequence in each cluster for each organism [ 23].

Here, we describe the stages of the clustering operation used.

By resorting to device fingerprints extracted from images, source-oriented image clustering can be divided into two main sequential operations: the extraction of device fingerprint from images followed by an image clustering operation based on the device fingerprints.

The first method (dcc) separates the data into clusters by means of a convolution operation, using a high-pass filter.

Most of these algorithms perform clustering operations.

Comparison between datasets is performed by set operations using PHP.

Samples were clustered by hierarchical clustering using Manhattan distances.

The clustering was generated by Cluster 3.069 using hierarchical clustering (complete linkage clustering) and the spearman rank correlation for measuring non-parametric distance, and visualized with java treeview70 by converting values in log2 scale.

Parameters used in the clustering were hierarchical clustering, by genes, using average linkage clustering.

Results show that the majority of communication locality is exploited by within-cluster communication and is achieved by the clustering operation.

All clustering operations were performed using the Genesis software [ 66].