Sentence examples for methods that discover from inspiring English sources

In addition, we conduct analysis on tree-based methods that discover high utility patterns in incremental environments.

The main aim of this work is to demonstrate a procedure based on bootstrapping, specifically the.632 bootstrap procedure, for evaluating inductive methods that discover patterns, such as FTSs.

Singh-Blom et al. (2013) propose validation on singleton genes, i.e. genes with only one known association in the dataset but none in the training, for highlighting methods that discover novel genes.

Chemogenomics is originally defined as a method that discovers active and/or selective ligands for biologically related targets in a systematic manner [43] and an extremely broad and significant example of chemogenomics is reported by Keiser et al. who quantitatively grouped and related hundreds of drug targets based on the chemical similarity of 65.000 ligands [44].

We provide a principled method that discovers both types of programs.

Results: We have developed a method that discovers functional regulatory targets of TFs by predicting the total affinity of each promoter for those factors and then comparing that affinity across orthologous promoters in closely related species.

Considering wild-derived and lab-derived strains independently, principal component analyses (PCA, an unsupervised linear feature extraction method that discovers the directions of maximal variances in data) found highly significant correlations between non-synonymous SNP distribution and phylogeny within lab strain V2Rs (Two-way ANOVA, variance by V2R clade F12,858 = 17.99, P < 0.0001).

A seemingly more suitable method was topic modelling, a method that can discover latent semantics in text.

The BBC algorithm is shown to be a robust model-based biclustering method that can discover biologically significant gene-condition clusters in microarray data.

In other body sites previously known to be colonized with fungus, the fungal variety detected by classical methods is much less than that discovered by newly developed methods.

All three involve combining the discovery of novel genetic variants, usually by sequencing, with genotyping methods that recognize previously discovered variants.