A Knowledge-based Dynamic Bayesian Framework Towards Molecular Network Modeling and Quantitative Prediction.
Rui ChangMartin StetterPublished in: BIOCOMP (2007)
Keyphrases
- bayesian framework
- gaussian process
- gaussian process models
- prior knowledge
- generative model
- hyperparameters
- posterior probability
- bayesian model
- maximum a posteriori
- posterior distribution
- interaction networks
- expectation maximization
- bayesian methods
- bayesian formulation
- network structure
- probability density function
- computational complexity
- drug design
- predictive modeling
- prior distribution
- markov random field
- image reconstruction
- active contours