An Expectation-maximisation Algorithm for the Deconvolution of the Intrinsic Distribution of Single Molecule's Parameters.
Werner BaumgartnerDetlev DrenckhahnPublished in: Comput. Chem. (2002)
Keyphrases
- learning algorithm
- np hard
- expectation maximisation
- computational complexity
- k means
- expectation maximization
- input data
- detection algorithm
- cost function
- preprocessing
- optimal solution
- significant improvement
- experimental evaluation
- simulated annealing
- optimal parameters
- parameter estimation
- maximum likelihood estimation
- convergence rate
- random variables
- worst case
- maximum likelihood
- optimization problems
- high accuracy
- least squares
- dynamic programming
- objective function
- similarity measure