Fast Data Reduction With Granulation-Based Instances Importance Labeling.
Xiaoyan SunLian LiuCong GengShaofeng YangPublished in: IEEE Access (2019)
Keyphrases
- data reduction
- instance selection
- data compression
- classification rules
- preprocessing
- rough sets
- knowledge discovery
- rough set theory
- model selection
- data analysis
- data mining
- singular value decomposition
- feature selection
- classification accuracy
- representative subset
- high dimensionality
- dimensionality reduction
- clustering algorithm
- artificial intelligence
- information retrieval
- fuzzy sets
- support vector
- face recognition
- data quality
- database