Feature selection using Joint Mutual Information Maximisation.
Mohamed BennasarYulia HicksRossitza SetchiPublished in: Expert Syst. Appl. (2015)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- image registration
- multi modal image registration
- kullback leibler divergence
- similarity measure
- information theoretic measures
- medical image registration
- multimodal image registration
- feature selection algorithms
- text categorization
- text classification
- selected features
- dimensionality reduction
- statistical dependence
- multi class
- classification accuracy
- gene expression data
- high dimensionality
- feature extraction
- feature space
- computer vision
- method for feature selection
- normalized mutual information
- unsupervised feature selection
- irrelevant features
- multi modality
- competitive learning
- feature subset
- microarray data