Sentence examples for both expression dataset and from inspiring English sources

After the normal transformation, the signal α of every gene g at a each instant t ≥ 0 is quantized through a threshold mapping: (2) g (t ) = + 1 α ≥ h 0 l ≤ α ≤ h - 1 α ≤ l Also, in each subsequent analysis, only samples in both expression dataset and in the gold standard network were selected.

Original miRNA expression dataset and the reconstructed miRNA expression dataset arising from PCA were used to implement this process, respectively.

The cGRNB enables two major network-building modules, one for MPGE (miRNA-perturbed gene expression) dataset and another for parallel miRNA/mRNA expression datasets.

Each row represents a gene expression dataset and relevant prediction and ranking.

BHK helped to coordinate the gene expression dataset and helped to draft the manuscript.

As the quality and the extent of both gene expression datasets and, more importantly, the human PPI network are expected to vastly improve, we believe that this approach will be widely adopted.

For both expression datasets, we discretize the data into three levels.

The whole genome survey of co-opted TEs was limited to human and mouse genomes since both organisms have extensive expression datasets and almost completely sequenced genomes.

To address these issue we present a method that can both classify the time series expression datasets and account for the differences in patient rates.

(ii) The proposed cluster ensemble framework performs well on different datasets such as gene expression datasets and datasets in the UCI machine learning repository.

The proposed algorithms are compared with some related methods for feature selection on some open gene expression datasets and UCI datasets.