Sentence examples similar to clustering based on mixture from inspiring English sources

CG-DMRs were grouped by k-means clustering based on their methylation patterns.

Clustering based on iterative partitioning.

Briefly, genes are clustered based on non-linear association between gene expression and time using orthogonal polynomials under the Gaussian mixture model.

Samples were clustered based on the shape of clonality profiles.

Chips were also clustered based on their similarities.

More generally and from a desired practical point of view, this made it difficult to propose standard thresholds on the distribution of PPP-values to decide whether or not a SNP is under selection, although more sophisticated approaches could have been envisioned such as clustering techniques based on mixture models.

In Figure 6a all cells in the 16-cell stage were assigned to one of two clusters based on a Gaussian mixture model.

As in many cases, pathogenic microorganisms contaminate the food material as clusters or group of individual cells; the effectiveness of sampling plans based on mixture distributions representing bacterial agglomeration was assessed.

The statistical methods are based on mixture modeling and regularization.

Following Lujan-Soto et al. (2015), we will use a bivariate mixture model to distinguish between different species clusters, based on maximum size (the mean of the 10%% biggest diameter trees) and average diameter growth.

The initial clustering fits one-, two- and three-component mixture models and determines the number of clusters based on silhouette scores.