Characterizing gene sets using discriminative random walks with restart on heterogeneous biological networks.
Charles BlattiSaurabh SinhaPublished in: Bioinform. (2016)
Keyphrases
- random walk
- biological networks
- gene ontology
- link prediction
- gene sets
- biological processes
- microarray data
- microarray
- biological data
- systems biology
- network analysis
- graph mining
- markov chain
- gene expression
- biological systems
- protein protein interactions
- semi supervised
- community detection
- statistical significance
- feature extraction
- complex networks
- high throughput
- search engine
- high dimensional
- pattern mining
- fold cross validation
- clustering algorithm
- complex systems