A structure-preserving hybrid-chordal filter for sampling in correlation networks.
Kathryn DempseyTzu-Yi ChenSriram SrinivasanSanjukta BhowmickHesham H. AliPublished in: HPCS (2013)
Keyphrases
- structure preserving
- social networks
- network analysis
- correlation filters
- complex networks
- dimensionality reduction
- correlation coefficient
- power law
- parameter space
- network model
- sampling strategy
- sampling algorithm
- network design
- preprocessing step
- random sampling
- hybrid learning
- heterogeneous networks
- noise reduction
- high dimensional