Linear mixture model approach for selecting fuzzy exponent value in fuzzy c-means algorithm.
Francis OkekeArnon KarnieliPublished in: Ecol. Informatics (2006)
Keyphrases
- mixture model
- fuzzy c means algorithm
- fuzzy clustering
- fuzzy clustering method
- fuzzy c means
- em algorithm
- gaussian mixture model
- membership functions
- generative model
- density estimation
- probabilistic model
- model selection
- expectation maximization
- fuzzy sets
- probability density function
- unsupervised learning
- fuzzy logic
- language model
- maximum likelihood
- mixture modeling
- gaussian mixture
- clustering algorithm
- gaussian densities
- clustering method
- cluster analysis
- fuzzy rules
- data mining
- information retrieval