Comparison of different algorithms for simultaneous estimation of multiple parameters in kinetic metabolic models.
Syed Murtuza BakerKai SchallauBjörn H. JunkerPublished in: J. Integr. Bioinform. (2010)
Keyphrases
- parameter estimation
- free parameters
- parametric models
- theoretical analysis
- linear models
- statistical models
- estimation problems
- worst case
- machine learning algorithms
- analytical models
- evaluation metrics
- learning models
- machine learning
- computationally efficient
- maximum likelihood
- least squares
- probabilistic model
- computational cost
- learning algorithm
- image sequences
- mathematical modeling
- computational complexity
- multiple models
- learned models
- significant improvement
- parameter tuning
- linear model
- experimental data
- expectation maximization
- model selection