Fuzzy rough dimensionality reduction: A feature set partition-based approach.
Zhihong WangHongmei ChenXiaoling YangJihong WanTianrui LiChuan LuoPublished in: Inf. Sci. (2023)
Keyphrases
- feature set
- dimensionality reduction
- feature selection
- feature extraction
- feature space
- dimensionality reduction methods
- principal components
- feature vectors
- low dimensional
- random forest
- classification accuracy
- high dimensionality
- principal component analysis
- high dimensional data
- texture features
- kernel function
- high dimensional
- feature representation
- linear discriminant analysis
- multiple features
- feature types
- extracted features
- semantic features
- pattern recognition
- structural features
- metric learning
- feature subset
- machine learning
- support vector machine
- image processing
- selected features
- face recognition
- feature extraction and selection
- primitive features
- selection algorithm
- simulated annealing
- class labels
- text categorization
- image classification