Biological pathway completion using network motifs and random walks on graphs.
Maya El DayehMichael HahslerPublished in: CIBCB (2012)
Keyphrases
- random walk
- network motifs
- regulatory networks
- directed graph
- gene expression
- spectral methods
- microarray
- web graph
- gene regulatory networks
- link prediction
- gene expression data
- protein protein interactions
- biological data
- systems biology
- computational biology
- nodes of a graph
- graph mining
- biological systems
- graph theory
- microarray data
- protein protein interaction networks
- network analysis
- complex networks
- markov chain
- graph clustering
- knowledge discovery
- molecular biology
- transcription factors
- high dimensional data
- functional modules
- motif discovery
- biological processes
- high throughput
- data mining