Higher-order Spectral Clustering for Heterogeneous Graphs.
Aldo G. CarranzaRyan A. RossiAnup RaoEunyee KohPublished in: CoRR (2018)
Keyphrases
- spectral clustering
- higher order
- pairwise
- graph partitioning
- graph clustering
- graph construction
- spectral methods
- clustering method
- laplacian matrix
- data clustering
- graph matching
- high order
- similarity graph
- pairwise similarities
- adjacency matrix
- image segmentation
- similarity matrix
- eigendecomposition
- affinity matrix
- clustering algorithm
- normalized cut
- constrained spectral clustering
- evolutionary clustering
- k means
- markov random field
- directed graph
- label propagation
- graph representation
- bipartite graph
- graph laplacian
- semi supervised
- graph model
- high dimensional
- training data
- learning algorithm
- pairwise constraints
- alternative clusterings