Explicit knowledge extraction in information-theoretic supervised multi-layered SOM.
Ryotaro KamimuraPublished in: FOCI (2014)
Keyphrases
- information theoretic
- knowledge extraction
- multi layered
- competitive learning
- information theory
- mutual information
- self organizing maps
- unsupervised learning
- theoretic framework
- knowledge discovery
- textual documents
- entropy measure
- semi supervised
- information bottleneck
- jensen shannon divergence
- supervised learning
- log likelihood
- kullback leibler divergence
- data mining
- multi modality
- feature selection
- information theoretic measures
- databases
- neural network
- k means
- learning algorithm
- machine learning
- kl divergence
- relative entropy
- input space
- text classification
- high dimensional
- feature space
- computational learning theory
- minimum description length
- database