Maximum entropy ICA constrained by individual entropy maximization employing self-organizing maps.
Noriaki SuetakeYuu NakamuraTakeshi YamakawaPublished in: IJCNN (1999)
Keyphrases
- maximum entropy
- self organizing maps
- maximum entropy principle
- competitive learning
- independent component analysis
- neural network
- transformation based learning
- markov models
- neural gas
- unsupervised learning
- input data
- maximum entropy model
- principle of maximum entropy
- conditional random fields
- k means
- information theoretic
- iterative scaling
- minimum cross entropy
- visualization methods
- mutual information
- network anomaly detection
- som neural network
- data sets
- class conditional
- objective function