Adaptive Feature Selection Based on the Most Informative Graph-Based Features.
Lixin CuiYuhang JiaoLu BaiLuca RossiEdwin R. HancockPublished in: GbRPR (2017)
Keyphrases
- feature selection
- feature set
- feature extraction
- selected features
- feature selection algorithms
- feature subset
- irrelevant features
- image features
- unsupervised feature selection
- feature weighting
- feature space
- classification models
- high dimensionality
- mutual information
- informative features
- redundant features
- selecting features
- feature level fusion
- information gain
- feature construction
- bayes classifier
- feature selection and classification
- input features
- highly informative
- discriminative features
- selecting relevant features
- benchmark datasets
- feature vectors
- text classification
- classification accuracy
- multi class
- learning algorithm
- conditional mutual information
- similarity measure
- prior knowledge
- feature relevance
- low level
- multiple features
- individual features
- feature generation
- unsupervised learning
- keypoints
- data sets