Sentence examples for method that discovers from inspiring English sources

We present a method that discovers the coherent compositional structure across objects in a unsupervised manner by attempting to assemble shapes using volumetric primitives, and then demonstrate the advantages of predicting similar factored 3D representations for complex scenes.

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).

The proposal comprises a formal description of EK using ontology and default logic, a machine learning-based method that discovers Q&A from the context of collaborative engineering tasks, and a semantic mapping step transforming the discovered Q&A into ontological concepts and relations.

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.

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

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.

The proposed method generalized our previous method that can only discover disease genes.