Metabolic Flux Estimation from Incomplete Labelling Measurements Using the Expectation/Conditional-Maximisation Algorithm.
Sarawan WongsaVisakan KadirkamanathanStephen A. BillingsPhillip C. WrightPublished in: CIBCB (2007)
Keyphrases
- preprocessing
- high accuracy
- objective function
- k means
- times faster
- estimation algorithm
- improved algorithm
- monte carlo
- cost function
- learning algorithm
- parameter estimation
- search space
- experimental evaluation
- data sets
- detection algorithm
- computational cost
- dynamic programming
- probabilistic model
- computationally efficient
- theoretical analysis
- data structure
- optimization algorithm
- mathematical model
- optimal solution
- matching algorithm
- multiscale
- density estimation
- feature selection