Low bias histogram-based estimation of mutual information for feature selection.
Abdenour Hacine-GharbiPhilippe RavierRachid HarbaTayeb MohamadiPublished in: Pattern Recognit. Lett. (2012)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- parzen window
- information theoretic
- information gain
- similarity measure
- image registration
- multi modal image registration
- selection criterion
- medical image registration
- classification accuracy
- information theoretic measures
- high dimensionality
- text classification
- text categorization
- mutual information maximization
- feature set
- feature space
- estimation accuracy
- neural network
- information theoretic criterion
- multimodal image registration
- data mining
- feature extraction
- normalized mutual information
- knn
- support vector machine
- parameter estimation
- dimensionality reduction
- selected features
- feature selection algorithms
- color histogram
- classification models
- density estimation
- microarray data
- markov random field