The mutual information: Detecting and evaluating dependencies between variables.
Ralph E. SteuerJürgen KurthsCarsten O. DaubJanko WeiseJoachim SelbigPublished in: ECCB (2002)
Keyphrases
- mutual information
- conditional mutual information
- information theoretic
- image registration
- similarity measure
- feature selection
- medical image registration
- multi modal image registration
- conditional dependencies
- mutual information maximization
- automatic detection
- variable selection
- dependency structure
- kullback leibler divergence
- maximization of mutual information
- dependency relations
- input variables
- objective function
- data mining
- database schemes
- continuous variables
- relevant variables
- shannon entropy
- statistical dependence
- dependency graphs
- information gain
- markov random field
- probability distribution
- information theoretic criterion
- machine learning