Clustering data over time using kernel spectral clustering with memory.
Rocco LangoneRaghvendra MallJohan A. K. SuykensPublished in: CIDM (2014)
Keyphrases
- spectral clustering
- clustering method
- similarity matrix
- pairwise
- evolutionary clustering
- k means
- data clustering
- clustering algorithm
- data sets
- spectral methods
- data points
- alternative clusterings
- data analysis
- knowledge discovery
- normalized cut
- kernel pca
- training data
- clustering quality
- active learning
- image segmentation
- labeled data
- data objects
- clustering result
- pairwise similarities
- affinity matrix
- similarity graph