Sentence examples for based solely on network from inspiring English sources

It identified new terms and relations that were missing from GO based solely on network topology.

Functional modules of a CVD network used for investigating relationships between CVD and other disorders were identified using modularity measure based solely on network topology [ 61].

It is worth nothing that while gene clusters tend to correspond to biological functions, the actual structures they form in the network can be mined based solely on network structure, often without the help of biological annotation data.

By incorporating co-expression dynamics information, our approach can not only extract more functionally homogeneous modules than those based solely on network topology, but also reveal pathway coordination beyond co-expression.

(2) Compared to existing approaches [ 47- 51] which can only identify densely connected network modules based solely on network topology information, our approach incorporating co-expression dynamics information (second-order similarity) can extract more diverse types of modules regardless of network density.

This network contained multiple subnetworks, identified by the Fast Greedy community structure analysis algorithm based solely on the network topology, and the 10 largest subnetworks are indicated by nongray node colors.

These groups are formed independently of the actual disease classes, based solely on intrinsic network properties.

GRAAL (GRAph ALigner) is a global alignment method based solely on the network topology [ 14].

This is further supported by the dependency matrix of the network, which is based solely on the underlying network interaction graph without information on Boolean functions.

"While Phil's comments made in the interview reflect his personal views based on his own beliefs, and his own personal journey, he and his family have publicly stated they regret the 'coarse language' he used and the misinterpretation of his core belief based solely on the article," network executives said in a statement at the time.

For such, we propose a novel multimodal approach based solely on convolutional neural networks for aligning images with their captions by directly convolving raw characters.