Using spectral clustering to automate identification and optimization of component structures.
Constanze DeitersAndreas RauschMirco SchindlerPublished in: RAISE@ICSE (2013)
Keyphrases
- spectral clustering
- data clustering
- clustering method
- pairwise
- k means
- similarity matrix
- image segmentation
- spectral methods
- affinity matrix
- normalized cut
- pairwise constraints
- graph laplacian
- nonnegative matrix factorization
- clustering algorithm
- eigendecomposition
- alternative clusterings
- evolutionary clustering
- constrained spectral clustering
- negative matrix factorization
- graph partitioning
- graph clustering
- clustering quality
- machine learning