Sentence examples for based on topological features from inspiring English sources

By introducing an image representation based on topological features, the task of segmentation is less dependent on variations of color or texture.

In this study, we propose a novel botnet detection methodology based on topological features of nodes within a graph: in degree, out degree, in degree weight, out degree weight, clustering coefficient, node betweenness, and eigenvector centrality.

Additional latent nodes were identified based on topological features of the ensemble network.

The algorithm VAVIEN [ 17] was also developed to prioritize disease genes based on topological features of PPINs.

Many network analysis algorithms filter or partition networks based on topological features, optionally weighted by orthogonal node or edge data (Bader and Hogue, 2003; Royer et al., 2008).

The measures considered in this work are based on topological features, which are described in the confusion matrix showed in Table 4.

Thus, the generation of a core network for physiological cardiac hypertrophy reduces the initial number of genes to just over a thousand and consequently allows the further study of a more compact dataset, based on topological feature detection.

Combining structural graph similarity measures and simple node-based features in a supervised learning approach to link prediction has been also tried in the past [9, 33], showing the improvement of the prediction performance compared to predictors based solely on topological features.

Our GEP classifier is constructed to predict essential proteins based on topological and biological features.

In our algorithm, we considered the connectivity of cliques based on two parameters: (i) identification of common (links) genes, and (ii) CliqueStrength (based on topological and biological features- equation (viii)).

To the best of our knowledge the presence of all these features is pretty unique and it is not shared by other similarity networks [23] based on topological constraints [25] [27], correlation threshold [28], [29], or validated with bootstrap [30].