Sentence examples for mean hierarchical from inspiring English sources

Clustering was performed using the UPGMA (Unweighted Pair Group Method with Arithmetic Mean) hierarchical algorithm with GeneANOVA software.

Various cluster analysis algorithms like K-means, Hierarchical Cluster Analysis (HCA) etc. are also considered as unsupervised methods.

Currently, methods such as k-means, hierarchical cluster analysis (HCA) and neural networks (to name but a few) are frequently mentioned in the scientific literature concerning drug design.

The analysis uses the k-means, hierarchical and self-organizing map clustering to explore potential clusters or regions; statistical tests are then applied to identify homogeneous regions for subsequent regional frequency analysis.

It provides gene lists and hierarchical matrices using co-expression analysis by distance-base clustering (k-means, hierarchical clustering), as well as integrated gene expression analyses by mapping observed gene expression changes onto specific signaling and metabolic pathways.

We adopted three clustering methods, k-means, hierarchical clustering and spectral clustering [ 61].

That means hierarchical representation of clusters is laminar family of sets.

Chipster's tools for unsupervised clustering include K-means, hierarchical and quality threshold clustering and SOM.

K-means hierarchical clustering was therefore performed on the resulting pair-wise comparisons of all included DNA sequences.

Minimal system requirements are specified at the supplementary material web site, together with instructions and the binaries of K-means, hierarchical methods and NMF are also provided.

A variety of mathematical and computational models have been established for the analysis of network inference that range from data-driven modeling [ 107] using multiple clustering analysis (e.g., K-means, hierarchical, or self-organizing maps).