Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition.
Martin KroneFrank KlawonnThorsten LührsChristiane RitterPublished in: IDA (2011)
Keyphrases
- gaussian mixture
- nuclear magnetic resonance
- nmr spectra
- gaussian mixture model
- em algorithm
- expectation maximization
- probability density function
- closed form
- covariance matrix
- mixture model
- density estimation
- protein structure
- chemical compounds
- high resolution
- generative model
- data mining
- lower bound
- data analysis
- pattern recognition