Estimation of Interval Probability Distribution in Categorical Data Using Maximum Entropy.
Bingyi KangYong DengPublished in: IUKM (2018)
Keyphrases
- maximum entropy
- categorical data
- probability distribution
- cluster analysis
- numerical data
- parameter free
- maximum entropy principle
- random fields
- attribute values
- random variables
- conditional random fields
- minimum cross entropy
- joint distribution
- principle of maximum entropy
- hierarchical latent class models
- class conditional
- transformation based learning
- probability density function
- iterative scaling
- posterior distribution
- conditional independence
- image processing
- posterior probability
- distance based outlier detection
- conditional probabilities
- natural language
- clustering algorithm