A Novel Genetic Algorithm Approach to Simultaneous Feature Selection and Instance Selection.
Inti Mateus Resende AlbuquerqueBach Hoai NguyenBing XueMengjie ZhangPublished in: SSCI (2020)
Keyphrases
- instance selection
- genetic algorithm
- feature selection
- feature and instance selection
- text classification
- nearest neighbor
- data reduction
- classification accuracy
- multi class
- multiple instance learning
- semi supervised learning
- supervised learning
- knowledge discovery and data mining
- text categorization
- evolutionary algorithm
- evaluation criteria
- neural network
- machine learning
- genetic algorithm ga
- support vector machine
- concept drift
- feature selection algorithms
- feature extraction
- classification rules
- data mining
- decision trees
- support vector
- image retrieval
- mutual information
- knowledge discovery