Self-adaptive interval dominance-based feature selection for monotonic classification of interval-valued attributes.
Jiankai ChenZhongyan LiHan SuJunhai ZhaiPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- interval valued
- feature selection
- classification accuracy
- fuzzy sets
- real valued
- partially ordered
- feature extraction
- support vector
- feature set
- group decision making
- machine learning
- high dimensionality
- support vector machine
- feature space
- feature selection algorithms
- pattern recognition
- classification models
- representation scheme
- intuitionistic fuzzy sets
- feature vectors
- dominance relation
- image classification
- decision rules
- decision trees
- feature subset
- neural network
- supervised learning
- feature ranking
- probabilistic model
- score function
- membership functions
- attribute values
- dimensionality reduction
- aggregation operators
- fuzzy logic