An Application of the EM Algorithm to Degradation Modeling.
Tsan Sheng NgPublished in: IEEE Trans. Reliab. (2008)
Keyphrases
- em algorithm
- expectation maximization
- mixture model
- maximum likelihood
- gaussian mixture model
- parameter estimation
- gaussian mixture
- generative model
- maximum likelihood estimation
- likelihood function
- log likelihood
- incomplete data
- expectation maximisation
- maximum a posteriori
- likelihood maximization
- hidden variables
- penalized likelihood
- mixture modeling
- finite mixture models
- probabilistic model
- model based clustering
- gibbs sampling
- density estimation
- probability density function
- unsupervised learning
- image segmentation
- sum product algorithm
- matrix factorisation
- mixture distribution
- finite mixture model
- log likelihood function
- hierarchical clustering
- finite mixtures