Sentence examples for unified cluster from inspiring English sources

BU algorithms start with each instance as a cluster and repeatedly merge clusters until a unified cluster is formed.

Finally, we also design four criteria to assign the data samples to their corresponding clusters based on the unified cluster structure.

Cluster structure ensemble focuses on integrating multiple cluster structures extracted from different datasets into a unified cluster structure, instead of aligning the individual labels from the clustering solutions derived from multiple homogenous datasets in the cluster ensemble framework.

However, in his study, the Indian subcontinent and Central Asia were considered related groups rather than a unified cluster.

Inoue et al. (2007) proposed a model-based approach to unify clustering and network modeling using state-space models.

Two closely related sequences within the cluster unified by node 5 (Fig. 2) also lack the motif.

Because rifin/ stevor genes are not part of this unified VSA gene cluster we conclude that there is no sequence-based evidence supporting a link of rifin/ stevor and pir.

The 40 clusters indicate globally unified categories classified by machine learning.

Finally, a fourth methodology is employed by Pathway Distiller (11), which mines 2462 pathways from six pathway databases, and subsequently unifies them into clusters of several predecided sizes between 5 and 500, using hierarchical clustering.

Another major advantage of the proposed method is that it unifies unsupervised data clustering with supervised feature selection into a single framework.

While some of the extracellular regions did not initially fall into any of the clusters, iterative PSI-BLAST searches with representative seed sequences unified all these extracellular regions with one or the other cluster.