Improved Metabolic Models for E. coli and Mycoplasma genitalium from GlobalFit, an Algorithm That Simultaneously Matches Growth and Non-Growth Data Sets.
Daniel HartlebFlorian JarreMartin J. LercherPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- improved algorithm
- data sets
- experimental evaluation
- learning algorithm
- cost function
- detection algorithm
- preprocessing
- dynamic programming
- optimization algorithm
- expectation maximization
- high accuracy
- significant improvement
- np hard
- k means
- computational cost
- probabilistic model
- search space
- recognition algorithm
- segmentation algorithm
- parameter estimation
- computational complexity
- objective function
- matching algorithm
- times faster
- bayesian framework
- publicly available data sets
- convergence rate
- input data
- high dimensional
- optimal solution
- neural network