The relative importance of data points in systems biology and parameter estimation.
Jenny JeongPeng QiuPublished in: BIBM (2017)
Keyphrases
- relative importance
- parameter estimation
- systems biology
- data points
- high throughput
- maximum likelihood
- biological systems
- least squares
- biological networks
- biological data
- em algorithm
- parameter estimation algorithm
- model selection
- gene regulatory networks
- dimensionality reduction
- high dimensional data
- expectation maximization
- low dimensional
- molecular biology
- high dimensional
- computational biology
- markov random field
- statistical models
- protein protein interactions
- approximate inference
- feature space
- structure learning
- maximum likelihood estimation
- gene expression
- reverse engineering
- belief propagation
- data mining
- random variables
- particle filter
- probabilistic model
- bayesian networks