ARIS: A Noise Insensitive Data Pre-Processing Scheme for Data Reduction Using Influence Space.
Jianghui CaiYuqing YangHaifeng YangXujun ZhaoJing HaoPublished in: ACM Trans. Knowl. Discov. Data (2022)
Keyphrases
- data reduction
- data pre processing
- data analysis
- preprocessing
- data compression
- data preparation
- data mining
- feature selection
- instance selection
- knowledge discovery
- classification accuracy
- high dimensionality
- classification rules
- model selection
- feature extraction
- low dimensional
- dimensionality reduction
- multiresolution
- data warehouse
- rough set theory
- feature space
- multiscale
- decision trees
- learning algorithm