Approximate spectral clustering density-based similarity for noisy datasets.
Mashaan A. AlshammariMasahiro TakatsukaPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- spectral clustering
- clustering method
- similarity matrix
- normalized cut
- clustering algorithm
- k means
- similarity graph
- alternative clusterings
- similarity measure
- clustering quality
- data clustering
- pairwise
- image segmentation
- evolutionary clustering
- graph laplacian
- graph partitioning
- clustering approaches
- constrained spectral clustering
- distance measure
- pairwise similarities
- eigendecomposition
- euclidean distance
- subspace clustering
- affinity matrix
- spectral methods
- outlier detection
- similarity function
- label propagation
- pairwise constraints
- document clustering
- edit distance
- similarity metric
- object recognition
- feature extraction
- data mining