Continuous Cotemporal Probabilistic Modeling of Systems Biology Networks from Sparse Data.
David J. JohnJacquelyn S. FetrowJames L. NorrisPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2011)
Keyphrases
- sparse data
- systems biology
- probabilistic modeling
- biological networks
- gene regulatory networks
- high throughput
- probabilistic model
- bayesian inference
- high dimensional
- biological systems
- biological data
- molecular biology
- social networks
- network analysis
- complex networks
- protein protein interactions
- community detection
- bayesian networks
- graph mining
- reverse engineering
- network model
- link prediction
- network structure
- databases
- high dimensionality
- data analysis
- pattern mining
- gene expression
- information retrieval