Online Streaming Feature Selection via Multi-Conditional Independence and Mutual Information Entropy†.
Hongyi WangDianlong YouPublished in: Int. J. Comput. Intell. Syst. (2020)
Keyphrases
- conditional independence
- information entropy
- feature selection
- bayesian networks
- random variables
- markov blanket
- probability distribution
- rough sets
- graphical models
- structure learning
- real time
- causal models
- directed acyclic graph
- axiomatic characterization
- rough set theory
- text categorization
- attribute reduction algorithm
- statistical independence
- causal discovery
- data streams
- attribute values
- feature space
- possibility theory
- mutual information
- feature set
- support vector machine
- machine learning
- text classification
- chain graphs
- feature extraction
- knn
- probabilistic model
- feature selection algorithms
- conditional independencies
- decision table
- high dimensionality
- neural network