High-dimensional data analysis and visualisation.
Cathy W. S. ChenRosaria LombardoEnrico RipamontiPublished in: Comput. Stat. (2024)
Keyphrases
- high dimensional data analysis
- dimension reduction
- preprocessing step
- high dimensional
- multimodal data
- face recognition
- variable selection
- high dimensional data
- dimensionality reduction methods
- feature extraction
- dimensionality reduction
- low dimensional
- principal component analysis
- feature selection
- supervised dimensionality reduction
- linear discriminant analysis
- nearest neighbor
- preprocessing
- random projections
- kernel trick
- singular value decomposition
- similarity search
- discriminant analysis
- multimedia databases
- high dimensionality
- linear transformation
- model selection