Hypergraphs with edge-dependent vertex weights: p-Laplacians and spectral clustering.
Yu ZhuSantiago SegarraPublished in: Frontiers Big Data (2023)
Keyphrases
- spectral clustering
- graph laplacian
- edge weights
- weighted graph
- undirected graph
- pairwise
- clustering method
- data clustering
- shortest path
- clustering algorithm
- similarity matrix
- bipartite graph
- eigendecomposition
- weighted sum
- affinity matrix
- k means
- constrained clustering
- graph partitioning
- image segmentation
- graph clustering
- computer vision
- graph construction
- directed graph
- spanning tree
- alternative clusterings
- graph structure
- constrained spectral clustering
- spectral methods
- label propagation
- pairwise constraints
- adjacency matrix
- co occurrence
- laplacian matrix
- evolutionary clustering
- random walk
- unsupervised learning