A novel layered data reduction mechanism for clustering fMRI data.
Xiaoyan TangWeiming ZengNi-zhuan WangYuhu ShiLe ZhaoPublished in: Biomed. Signal Process. Control. (2017)
Keyphrases
- data reduction
- clustering algorithm
- data compression
- preprocessing
- data analysis
- high dimensionality
- feature selection
- classification accuracy
- knowledge discovery
- data mining
- instance selection
- singular value decomposition
- neural network
- rough set theory
- representative subset
- classification rules
- feature extraction
- input data
- compression algorithm
- dimensionality reduction
- active learning
- database