Block clustering with Bernoulli mixture models: Comparison of different approaches.
Gérard GovaertMohamed NadifPublished in: Comput. Stat. Data Anal. (2008)
Keyphrases
- mixture model
- unsupervised learning
- density estimation
- em algorithm
- mixture modeling
- gaussian mixture model
- generative model
- model based clustering
- probabilistic model
- overlapping clustering
- clustering algorithm
- maximum likelihood
- bayesian information criterion
- model selection
- expectation maximization
- language model
- clustering method
- finite mixture models
- k means
- finite mixture model
- automatic model selection
- probabilistic mixture model
- clustering approaches
- supervised learning
- bayesian networks
- variational inference
- probability density function
- closed form
- outlier detection
- semi supervised learning
- knn
- pattern recognition