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We compare S. cerevisiae predicted PPIs in STRING to three independent protein relationship datasets which respectively comprise PPIs reported in Y2H assays, protein pairs reported to be in the same protein complexes, and protein pairs that catalyze successive reaction steps in enzymatic reactions.
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We evaluate the performance of the proposed architecture based on both a real world social network as well as a synthetic small-world social relationship dataset.
We believe that the presented method will aid modern biologists in discovering knowledge from massive binary-relationship datasets, which are accumulating at an accelerating pace.
To establish congruence and uniformity of species concepts for European calochroid species (dataset 1) and to estimate phylogenetic relationships (datasets 2 and 3), maximum-likelihood (ML) analysis was performed with RAxML version 7.0.0 [ 61].
The CTD validation set was taken from the gene-disease relationships dataset [ 65].
The Comparative Toxicogenomics Database validation set was taken from the drug-disease relationships dataset (http://ctdbase.org/downloads/).org/downloads/
The dashboard graphical interface operates by creating and manipulating charts to observe the relationships between datasets.
ANNs have been selected thanks to their ability to discover and adequately interpret nonlinear relationships among datasets.
A more systematic and analytical metadata representation would help users to explore the relationships between datasets and models.
A rule-based topology software system providing a highly flexible and fast procedure to enforce integrity in spatial relationships among datasets is presented.
Contextual anomaly detection seeks to find relationships within datasets where variations in external behavioural attributes well describe anomalous results in the data.
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