Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review.
Jianyong SunJonathan M. GaribaldiCharlie HodgmanPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2012)
Keyphrases
- parameter estimation
- systems biology
- high throughput
- biological systems
- maximum likelihood
- least squares
- markov random field
- em algorithm
- biological data
- model selection
- biological networks
- statistical models
- molecular biology
- computational biology
- approximate inference
- gene regulatory networks
- parameter estimation algorithm
- expectation maximization
- microarray
- data sets
- maximum likelihood estimation
- protein protein interactions
- structure learning
- microarray data
- complex networks