Sentence examples for approaches on large from inspiring English sources

Overall, decomposition methods outperform all other strategies, while we do not find a clear advantage of biclustering and network inference-based approaches on large gene expression datasets.

It is well known that exact solving approaches on large instances of quadratic integer programs are known to be costly.

We describe different black-box approaches for computing boundaries, and present first experimental results that compare the efficiency of these approaches on large real-world ontologies.

Statistical approaches on large data sets can be useful for revealing interesting correlations and relationships between phenotypic and genetic variables.

The speed and modular nature of fast_protein_cluster allow for exploration of new metrics and partitioning approaches on large sets of proteins.

Our experimental results, obtained with a prototype running on a representative hardware platform, demonstrate the scalability of the approach on large datasets and its superiority compared to state of the art methods.

Section 5 reports the experimental results of our eHMM approach on large GPR collections and compare them to those of the baseline HMM detector.

We validate our approach on large 3D time-lapse datasets of Drosophila and zebrafish development by analyzing cell motion patterns.

In maize, a QTL mapping approach on large pedigree of heterotic groups showed that complementation of positive alleles in the hybrids could be an important factor [ 21].

It can be used with any biomolecular database that stores annotation data to perform the transitive relationship approach on large annotation data sets efficiently and effectively.

Computational experiments show that the proposed approach can outperform other approaches, particularly on large size problems.