Neighborhood rough sets with distance metric learning for feature selection.
Xiaoling YangHongmei ChenTianrui LiJihong WanBinbin SangPublished in: Knowl. Based Syst. (2021)
Keyphrases
- rough sets
- distance metric learning
- feature selection
- metric learning
- distance metric
- preprocessing step
- rough set theory
- image classification
- semi supervised
- multi task
- decision rules
- kernel learning
- gender classification
- fuzzy sets
- rough sets theory
- dimensionality reduction
- semidefinite programming
- feature space
- nonlinear dimensionality reduction
- text categorization
- granular computing
- data mining
- support vector
- pattern recognition
- machine learning
- pairwise
- fuzzy logic
- classification accuracy
- feature set
- data analysis
- high dimensionality
- knn
- feature extraction
- feature subset
- text classification
- image features
- learning tasks
- model selection
- image processing
- training data
- data sets
- preprocessing
- multi label
- high dimensional data
- low dimensional
- nearest neighbor
- distance measure