Kernel-PCA data integration with enhanced interpretability.
Ferran ReverterEsteban VegasJosep M. OllerPublished in: BMC Syst. Biol. (2014)
Keyphrases
- data integration
- kernel pca
- kernel methods
- data model
- data exchange
- principal component analysis
- data sources
- databases
- data management
- kernel principal component analysis
- data warehouse
- kernel function
- feature space
- query answering
- data cleaning
- dimensionality reduction
- kernel matrix
- spectral clustering
- face recognition
- feature extraction
- query decomposition
- schema mappings
- business intelligence
- input space
- biological databases
- linear discriminant analysis
- support vector
- database systems
- knn
- high dimensional
- pattern recognition
- image segmentation