Online Causal Feature Selection for Streaming Features.
Dianlong YouRuiqi LiShunpan LiangMiaomiao SunXinju OuFuyong YuanLimin ShenXindong WuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- feature selection
- feature set
- selected features
- feature extraction
- informative features
- feature subset
- feature selection algorithms
- input features
- classification accuracy
- feature space
- redundant features
- high dimensionality
- irrelevant features
- unsupervised feature selection
- feature vectors
- real time
- selecting features
- mutual information
- classification models
- discriminative features
- individual features
- low level
- classification performances
- feature selection and classification
- optimal subset of features
- bayesian networks
- causal discovery
- selecting relevant features
- feature reduction
- feature construction
- feature ranking
- data streams
- feature weighting
- information gain
- microarray data
- classification method
- naive bayes