Simultaneous Feature Selection and Clustering Using Mixture Models.
Martin H. C. LawMário A. T. FigueiredoAnil K. JainPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2004)
Keyphrases
- mixture model
- simultaneous clustering
- unsupervised learning
- feature selection
- model selection
- mixture modeling
- density estimation
- gaussian mixture model
- finite mixture models
- model based clustering
- probabilistic model
- overlapping clustering
- expectation maximization
- clustering algorithm
- bayesian information criterion
- em algorithm
- generative model
- k means
- language model
- clustering method
- gaussian mixture
- automatic model selection
- probabilistic mixture model
- supervised learning
- maximum likelihood
- mutual information
- cluster analysis
- finite mixtures
- feature extraction
- finite mixture model
- probability density function
- hierarchical clustering
- dimensionality reduction
- face recognition
- machine learning
- feature set
- log linear models
- text categorization
- training data
- subspace projections
- cross validation