Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks.
Raghvendra MallRocco LangoneJohan A. K. SuykensPublished in: CoRR (2014)
Keyphrases
- complex networks
- spectral clustering
- real life
- kernel pca
- normalized cut
- clustering method
- pairwise
- community detection
- laplacian matrix
- data clustering
- graph laplacian
- k means
- scale free
- network structure
- clustering algorithm
- network analysis
- social network analysis
- affinity matrix
- graph theory
- biological networks
- community structure
- constrained spectral clustering
- eigendecomposition
- graph partitioning
- kernel function
- similarity matrix
- social networks
- real world networks
- image segmentation
- link prediction
- feature space
- information theoretic concepts
- scale free networks
- network motifs
- community discovery
- support vector
- spectral methods
- graph kernels
- data mining
- high dimensional
- pairwise constraints
- reproducing kernel hilbert space
- hierarchical clustering