Relation-weighted Link Prediction for Disease Gene Identification.
Srivamshi PittalaWilliam KoehlerJonathan DeansDaniel SalinasMartin BringmannKatharina Sophia VolzBerk KapiciogluPublished in: CoRR (2020)
Keyphrases
- link prediction
- random walk
- social network analysis
- social networks
- network analysis
- biological networks
- protein protein interaction networks
- disease genes
- bipartite graph
- multi relational
- complex networks
- community detection
- network structure
- graph mining
- missing links
- collaborative filtering
- topological features
- gene function
- link formation
- candidate genes
- microarray
- entity resolution
- proximity measures
- gene expression data
- related genes
- gene expression
- biomedical literature
- biological processes
- gene ontology
- gene sets
- heterogeneous networks
- network topology
- location prediction
- social ties
- machine learning
- data sets