Sentence examples for based on statistical clustering from inspiring English sources

Our method is based on statistical clustering methodology.

Each family will be allocated to one cluster based on statistical similarity within clusters and dissimilarity between clusters.

A reconstruction of human impact in the catchment is extracted from the palynological study based on statistical analyses (cluster analysis and non-metric multidimensional scaling (NMDS)).

The methodology also includes a heuristic to determine the number of Hospital Groups, K, based on statistical measures of cluster fit and characteristics of the Hospital Group solution.

This study presents a classification tool called MicroCBR that uses the case-based reasoning paradigm and incorporates a novel filtering technique based on statistical methods, a new clustering technique that uses ESOINN (Enhanced Self-Organizing Incremental Neuronal Network), and a knowledge extraction technique based on the J48 algorithm.

Applying scan statistics after adjusting for the effects of non-disease factors based on statistical models may improve upon cluster detection of true disease events [ 28, 29].

It may also be possible to further prioritize the 46 selected candidate SNPs at this region based on statistical and functional evidence; a cluster of five variants were more strongly associated than the remainder and these flank a known AR-binding site within intron 2 that has been reported to function as an enhancer in LNCaP (15).

In each cluster, significant variables are in descending order of relevance for the clustering process, based on statistical significance.

PeerSharkPeerShark clusters flows based on statistical features obtained from their network behavior and then creates conversations between the flows in the same cluster.

CD-HIT uses a heuristics based on statistical k-mer filtering to speed up clustering calculations.

Guidelines on choosing a suitable number of clusters are obtained based on statistical data in this case.