Non-parametric Mixture Models for Clustering.
Pavan Kumar MallapragadaRong JinAnil K. JainPublished in: SSPR/SPR (2010)
Keyphrases
- mixture model
- unsupervised learning
- density estimation
- mixture modeling
- gaussian mixture model
- model based clustering
- probability density function
- overlapping clustering
- finite mixture models
- em algorithm
- generative model
- expectation maximization
- bayesian information criterion
- model selection
- probabilistic model
- k means
- language model
- clustering algorithm
- maximum likelihood
- data points
- finite mixtures
- gaussian mixture
- outlier detection
- finite mixture model
- probabilistic mixture model
- hierarchical clustering
- document clustering
- machine learning
- clustering method
- mixture components
- minimum message length
- supervised learning
- subspace projections
- prior knowledge
- information retrieval