Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks.
Mehreen SaeedHaroon Atique BabriPublished in: IJCNN (2008)
Keyphrases
- mixture model
- text mining
- em algorithm
- gaussian mixture model
- generative model
- density estimation
- probabilistic model
- expectation maximization
- model selection
- unsupervised learning
- natural language processing
- support vector
- language model
- information extraction
- decision trees
- training data
- text documents
- document clustering
- training set
- exponential family
- maximum likelihood
- dirichlet process
- finite mixtures
- log linear models
- automatic model selection
- learning algorithm
- training examples
- mixture components
- knowledge discovery
- data analysis
- image processing
- feature selection
- data mining
- text classification
- feature set
- supervised learning
- object detection
- multi class
- variational inference
- face recognition
- mixture modeling