Sentence examples for in the context of clustering from inspiring English sources

It is important to note here that all four cluster validity indices have been developed in the context of clustering methods and were therefore never really designed with overlap and local co-expression in mind, which could explain their low performance with these methods.

In the context of clustering IO analysis (CIOA), a vertex u corresponds to a sector of an industry i in a country r.

Feature selection in our analysis is in the context of clustering.

The idea of feature selection was first used in the context of clustering large time series data for dimension reduction, where the term dimension refers to the number of time points that describe the series.

For instance, in the context of clustering, such an approach yields connections between the k- means and EM algorithms.

Here we study DVMM in the context of clustering of multivariate data.

The cost and availability of computing power is described in the context of cluster computing and its importance for CFD.

As was mentioned before, to realize parallelization many map and reduce functions are performed simultaneously on various individual machines (or nodes in the context of cluster) with each of them processing just a subset of the original dataset.

Blinding introduces special considerations in the context of cluster randomised trials [ 38].

Marray et al suggested that at least 40 centres should be used to ensure reliable estimate of standard error in the context of cluster randomized trials [ 32].

In the context of cluster investigations, a non-informative prior implies that nothing is known about possible values of the SIR, other than the observed and expected values.