Improving Spectral Clustering with Deep Embedding and Cluster Estimation.
Liang DuanCharu C. AggarwalShuai MaSaket SathePublished in: ICDM (2019)
Keyphrases
- spectral clustering
- data clustering
- clustering algorithm
- evolutionary clustering
- clustering quality
- similarity matrix
- constrained clustering
- normalized cut
- unsupervised clustering
- clustering method
- pairwise
- k means
- clustering result
- constrained spectral clustering
- eigendecomposition
- graph laplacian
- affinity matrix
- cluster analysis
- spectral methods
- similarity graph
- instance level constraints
- pairwise constraints
- label propagation
- graph partitioning
- unsupervised learning
- clustering approaches
- manifold structure
- cluster centers
- pairwise similarities
- alternative clusterings
- image segmentation
- cluster ensemble
- graph clustering
- subspace clustering
- hierarchical clustering
- high dimensional
- similarity measure