Structure and parameter estimation for cell systems biology models.
Francisco José Romero-CamperoHongqing CaoMiguel CámaraNatalio KrasnogorPublished in: GECCO (2008)
Keyphrases
- parameter estimation
- systems biology
- statistical models
- model selection
- least squares
- markov random field
- maximum likelihood
- biochemical networks
- em algorithm
- biological systems
- parameter estimation algorithm
- cell cycle
- biological networks
- approximate inference
- signaling pathways
- high throughput
- maximum likelihood estimation
- gene regulatory networks
- data mining
- machine learning
- computational biology
- biological data
- statistical model
- probability distribution