Sentence examples for methods networks from inspiring English sources

In comparison to other primary methods, networks provide both a good representation of group-wise sequence similarity relationships and a strong visual and quantitative correlation with phylogenetic trees, while enabling analysis and visualization of much larger sets of sequences than trees or multiple sequence alignments can easily accommodate.

For all the remaining methods, networks were inferred using the complete dataset (all perturbations simultaneously).

Research interests: QSAR, applicability domain, data mining methods, network protocols.

Design techniques for waffle-iron filters include image-parameter methods, network synthesis methods and numerical analysis methods.

Recently, new meta-analytic methods – network meta-analysis – have become available which allow complete assessments across different drugs.

More complex methods (network or Bayesian hierarchical meta-analysis) were used in 18 reviews.

Among several possible visualization methods, network representation provides an efficient way to depict complex relationships between many genes.

Review methods Network meta-analysis with a mixed treatment comparison method to combine direct within trial comparisons between stents with indirect evidence from other trials while maintaining randomisation.

The extent to which the network influenced the rank of each gene was determined by the value of a parameter a (Additional File 1 - Supplementary methods: Network-based feature selection methods focusing on the network properties of individual genes - NetRank).

In regression-based methods, network construction is recast as a series of variable selection problems to infer regulators for each gene.

For the cross-validation performance, Table 4 shows the mean and standard deviation of prediction performance for all methods; network-based methods achieved a slightly better classification performance than the gene-based methods.