Network principal component analysis: a versatile tool for the investigation of multigroup and multiblock datasets.
Santiago CodesidoMohamed HanafiYoric GagnebinVíctor González-RuizSerge RudazJulien BoccardPublished in: Bioinform. (2021)
Keyphrases
- principal component analysis
- peer to peer
- principal components
- graphical representation
- low dimensional
- network design
- software tools
- computer networks
- uci machine learning repository
- benchmark datasets
- network traffic
- network model
- dimensionality reduction
- dimension reduction
- communication networks
- link prediction
- independent component analysis
- network management
- social network data
- database
- linear discriminant analysis
- network structure
- feature space
- feature extraction
- data sets