Fuzzy clustering to estimate the parameters of block mixture models.
Gérard GovaertMohamed NadifPublished in: Soft Comput. (2006)
Keyphrases
- fuzzy clustering
- mixture model
- expectation maximization
- maximum likelihood
- gaussian mixture model
- em algorithm
- fuzzy c means
- probability density function
- dirichlet prior
- fuzzy clustering algorithm
- probabilistic model
- gaussian mixture
- generative model
- density estimation
- log linear models
- fuzzy c means clustering algorithm
- fuzzy c means algorithm
- membership functions
- cluster analysis
- language model
- mixture components
- fuzzy clustering method
- clustering algorithm
- fuzzy clustering algorithms
- estimate the model parameters
- possibilistic clustering
- mixture modeling
- model selection
- maximum likelihood estimation
- unsupervised learning
- data sets
- k means
- automatic model selection
- likelihood function
- principal component analysis
- image processing
- neural network