Sentence examples for clustering utilizing from inspiring English sources

We also applied hierarchical clustering, utilizing a Pearson's correlation coefficient.

Multilevel models were used to identify the relationship between area-level SES at the block group level and clustering utilizing a socioeconomic position index (SEP).

We applied a combination of nearest neighbor graph and hierarchical clustering, utilizing a gene-content metric, to generate a manageable set of 1073 unified pathways (SuperPaths).

Most significantly, the k-means clustering utilized for mask estimation is not highly robust in the presence of outliers or interference in the data.

The clustering utilized similarity over large portions of sequence length, rather than just domains, and length-based thresholds were incorporated to address fragmentary sequences and to minimize grouping of unrelated proteins.

Commonly, structure similarity-based clustering utilizes the pairwise similarity measures generated by the above compound search methods to partition the data into discrete groups of similar compounds.

The unsupervised hierarchical clustering utilized in this study showed that expression patterns of the transcription factors in PBNT embryos were more closely aligned to the donor somatic cell nucleus, which indicates in all likelihood that the key transcription regulatory pathway of PBNT was not activated as it was in BBNT embryos.

Their scaling behavior is evaluated on a cluster utilizing up to 1024 cores.

A more sophisticated algorithm can be used to compute the coarse-grained periodic solution of the double clusters, utilizing an equation-free fixed point algorithm [40] and the PC expansion.

Because there are N c CUEs and N d D2D pairs in a cluster utilizing the same resource pattern, J can be expressed as mathbf{J}={1}_{left {N}_c{N}_dright times 1}otimes mathbf{T}, (55).

The present investigations revealed that different factors such as alkyl chain length, steric effect and electrophilicity had a profound effect on the post-functionalization of the Anderson-type POM cluster utilizing EEDQ as the coupling agent.