Sentence examples for clusters that provide from inspiring English sources

The intention is to identify clusters that provide minimal inner-cluster distances and maximal inter-cluster distances.

We get four clusters that provide large variances within their assigned data (inner distance), but also large (outer) distances to the nearest neighbouring centroid.

Then the algorithm searches the two clusters that provide the smallest joining costs, merges them to form one new cluster and does so until all feature value vectors are agglomerated into one cluster.

This results in overlapping clusters that provide more realistic population shapes than hard boundaries, and more correctly describes the ambiguity inherent in overlapping populations.

In addition, Kaplan et al (2005) reported that bone marrow-derived HPCs express VEGFR1 home to tumour-specific premetastatic sites, and form cellular clusters that provide a permissive niche for incoming tumour cells before the arrival of tumour cells.

However, even that distinction becomes questionable in the case of transposon-derived piRNAs which form rapidly proliferating clusters that provide defense against transposable elements in the germ lines of all animals [ 47, 48].

"Silhouettes" is a graphical aid for interpretation and validation of data clusters that provides a measure of how well a data point was classified when it was assigned to a cluster.

The partial data set refers to the subset of the clusters that provided the best integrated CA for each combination of parameters (overall number of clusters, distance matrix used, and weight for expert versus data matrix integration).. Biomarker candidate selection was conducted separately in the clustering approach versus the expert-driven functional selection.

As commercially available off-the-shelf processors become cheaper and faster, it is now possible to build a PC or workstation cluster that provides high computing power within a limited budget.

Collect cloud computing results entering from sensor segments ZigBee network is performed by using the broker MQTT, loaded into computing network gateway cluster, that provides interaction ZigBee protocol stack [28] and MQTT-client.

Therefore, the proposed linear clustering is indeed an optimization problem to find the optimal clustering that provides the best global linearity, which can be described by: {kern 1pt} hbox{min} {kern 1pt} sumlimits_{i = 1}^{M} {f_{text{RMS}} (S_{i,t} - S_{i,t}^ (2) {text{s}}.