Parameter estimation with term-wise decomposition in biochemical network GMA models by hybrid regularized Least Squares-Particle Swarm Optimization.
Prospero C. NavalLuis G. SisonEduardo R. MendozaPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- parameter estimation
- statistical models
- maximum likelihood
- regularized least squares
- model selection
- random fields
- least squares
- markov random field
- expectation maximization
- em algorithm
- parameter estimation algorithm
- experimental data
- sparse representation
- probabilistic model
- parameter estimates
- machine learning
- image processing