Ontology highlight
ABSTRACT:
SUBMITTER: Zhang P
PROVIDER: S-EPMC4702065 | biostudies-literature | 2016 Jan
REPOSITORIES: biostudies-literature
Scientific reports 20160106
Link prediction in complex networks is to estimate the likelihood of two nodes to interact with each other in the future. As this problem has applications in a large number of real systems, many link prediction methods have been proposed. However, the validation of these methods is so far mainly conducted in the assumed noise-free networks. Therefore, we still miss a clear understanding of how the prediction results would be affected if the observed network data is no longer accurate. In this pa ...[more]