Regularized spectral methods for clustering signed networks.
Mihai CucuringuApoorv Vikram SinghDéborah SulemHemant TyagiPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- spectral methods
- spectral analysis
- spectral clustering
- random walk
- manifold learning
- graph partitioning
- eigendecomposition
- graph structures
- network analysis
- clustering algorithm
- graph clustering
- data mining applications
- community detection
- complex networks
- clustering method
- image segmentation
- clustering approaches
- least squares
- similarity measure
- data mining
- k means
- biological networks
- normalized cut
- objective function
- image classification
- principal component analysis