A survey on online feature selection with streaming features.
Xuegang HuPeng ZhouPei-Pei LiJing WangXindong WuPublished in: Frontiers Comput. Sci. (2018)
Keyphrases
- feature selection
- feature set
- feature subset
- selected features
- feature extraction
- classification accuracy
- discriminative features
- classification models
- irrelevant features
- feature vectors
- redundant features
- informative features
- feature space
- feature weighting
- real time
- unsupervised feature selection
- co occurrence
- online learning
- feature selection algorithms
- individual features
- selecting features
- feature selection and classification
- input features
- high dimensionality
- low level
- feature generation
- extracted features
- image features
- class separability
- multimedia
- data sets