A hierarchical naive Bayes mixture model for name disambiguation in author citations.
Hui HanWei XuHongyuan ZhaC. Lee GilesPublished in: SAC (2005)
Keyphrases
- mixture model
- naive bayes
- decision trees
- text classification
- logistic regression
- unsupervised learning
- classification accuracy
- em algorithm
- gaussian mixture model
- naive bayes classifier
- text categorization
- bayesian networks
- probabilistic model
- generative model
- density estimation
- training data
- expectation maximization
- model selection
- maximum likelihood
- feature selection
- cost sensitive
- language model
- bayesian classifier
- probability estimates
- base classifiers
- class probabilities
- data sets
- bayesian network classifiers
- probability density function
- graphical models
- text mining
- prior knowledge
- feature space
- feature extraction
- learning algorithm