Federated Principal Component Analysis for Genome-Wide Association Studies.
Anne HartebrodtReza NasirigerdehDavid B. BlumenthalRichard RöttgerPublished in: ICDM (2021)
Keyphrases
- principal component analysis
- genome wide association studies
- dimensionality reduction
- genome wide
- independent component analysis
- gene gene interactions
- feature extraction
- complex diseases
- face recognition
- dimension reduction
- low dimensional
- biological data
- feature space
- linear discriminant analysis
- data sources
- high throughput
- database
- low cost
- knowledge discovery
- real time