Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs.
Maryam AbdolaliNicolas GillisMohammad RahmatiPublished in: CoRR (2018)
Keyphrases
- subspace clustering
- clustering method
- clustering algorithm
- high dimensional data
- high dimensional
- overlapping clusters
- subgraph mining
- subspace clusters
- clustering approaches
- clustering high dimensional data
- subspace clustering algorithms
- graph theoretic
- subspace projections
- k means
- high dimensionality
- high dimensional feature spaces
- graph matching
- memory efficient
- subspace projection
- dense regions
- sparse representation
- dimensionality reduction
- data points
- multivariate time series data
- feature extraction
- pattern recognition
- cluster analysis
- spectral clustering