An information theoretic technique to design belief network based expert systems.
Sumit SarkarRam S. SriramShibu JoykuttyIshwar MurthyPublished in: Decis. Support Syst. (1996)
Keyphrases
- information theoretic
- expert systems
- information theory
- mutual information
- theoretic framework
- knowledge based systems
- information bottleneck
- log likelihood
- information theoretic measures
- knowledge base
- jensen shannon divergence
- bayesian networks
- maximum likelihood
- kullback leibler divergence
- multi modality
- image registration
- minimum description length
- relative entropy
- image analysis
- image segmentation