Advances in Feature Selection with Mutual Information.
Michel VerleysenFabrice RossiDamien FrançoisPublished in: Similarity-Based Clustering (2009)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- similarity measure
- multi modal image registration
- recent advances
- image registration
- artificial intelligence
- information theoretic measures
- feature subset
- recent developments
- text categorization
- classification accuracy
- selection criterion
- feature selection algorithms
- text classification
- feature space
- feature set
- high dimensionality
- microarray data
- information theoretic criterion
- probabilistic model
- support vector
- feature extraction
- statistical dependence
- data sets
- mutual information maximization
- multimodal image registration
- feature selection and classification
- unsupervised feature selection
- discriminative features
- model selection
- dimensionality reduction
- rough sets
- machine learning