Merit-guided dynamic feature selection filter for data streams.
Jean Paul BarddalFabrício EnembreckHeitor Murilo GomesAlbert BifetBernhard PfahringerPublished in: Expert Syst. Appl. (2019)
Keyphrases
- data streams
- feature selection
- high level declarative
- preprocessing step
- text classification
- streaming data
- feature extraction
- sliding window
- multi class
- sensor networks
- unsupervised learning
- information gain
- high dimensional
- text categorization
- feature set
- non stationary
- dynamic environments
- mutual information
- data sets
- feature space
- similarity measure
- image processing
- machine learning
- data mining