Active preference-based optimization for human-in-the-loop feature selection.
Federico BianchiLuigi PiroddiAlberto BemporadGeza HalaszMatteo VillaniDario PigaPublished in: Eur. J. Control (2022)
Keyphrases
- feature selection
- human subjects
- text categorization
- optimization algorithm
- optimization process
- human behavior
- parameter optimization
- feature space
- dimensionality reduction
- human interaction
- optimization methods
- constrained optimization
- global optimization
- information gain
- feature subset
- high dimensionality
- text classification
- optimization problems
- sparse pca
- optimization model
- human activities
- genetic algorithm
- human computer interaction
- mutual information
- support vector
- feature extraction
- artificial intelligence