Sentence examples for expands clusters from inspiring English sources

Similarly, the DPClus method expands clusters starting from seeded vertices [ 9]. (2) Clique finding methods.

Starting from these seeds, MCODE expands clusters in the network in a greedy fashion.

IPCA [ 6] expands clusters from seeded vertices, based on rules that encode prior knowledge of the topological structure of protein complexes' PPI subgraphs.

Clustering with Overlapping Neighborhood Expansion (ClusterONE) [ 5] greedily expands clusters from seeded vertices to maximize a cohesiveness function, which is based on the edge weights within a cluster and the edge weights connecting the cluster to the rest of the network.

Therefore the following two factors need to be taken into account when expanding clusters.

Therefore, by expanding clusters exponentially, higher embedding capacity can be achieved.

Zhou et al. [20] used a simplified mechanism of expanding clusters in DBSCAN.

A more recent study showed that DNA fingerprinting data could be used to prospectively identify rapidly expanding clusters before expansion actually occurred based on the properties of the first two patients in a cluster.

The second data structure, CandidateQ, is used to expand clusters.

Four of the eight expanded clusters contained genes with no blast hits (e value ≤ 1e 20).

The expanded clusters in Figure 1 are highly enriched in trypomastigote-upregulated trans-sialidases (TS) and mucins.