Biological interaction networks based on sparse temporal expansion of graphical models.
K. D. KalantzakiEkaterini S. BeiMinos N. GarofalakisMichalis E. ZervakisPublished in: BIBE (2012)
Keyphrases
- graphical models
- interaction networks
- systems biology
- belief propagation
- probabilistic model
- biological processes
- gene regulatory networks
- structure learning
- random variables
- probabilistic inference
- approximate inference
- bayesian networks
- high throughput
- markov networks
- conditional random fields
- protein function
- high dimensional
- conditional independence
- biological data
- protein protein interaction networks
- belief networks
- complex networks
- molecular biology
- gene expression
- computational biology
- reverse engineering
- microarray