An Efficient Dimensionality Reduction Approach for Small-sample Size and High-dimensional Data Modeling.
Xintao QiuDongmei FuZhenduo FuPublished in: J. Comput. (2014)
Keyphrases
- small sample size
- data modeling
- dimensionality reduction
- high dimensional
- high dimensionality
- linear discriminant analysis
- high dimensional data
- database design
- data model
- low dimensional
- sample size
- microarray data
- data representation
- relational model
- database management
- data management
- feature space
- database technology
- data warehousing
- principal component analysis
- data points
- feature extraction
- object oriented
- manifold learning
- feature selection
- gene expression data
- face recognition
- database systems
- pattern recognition
- similarity search
- nearest neighbor
- real world
- microarray
- unsupervised learning
- sql server
- image processing
- database
- knowledge management
- data mining
- databases
- data sets