Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach.
Xiaoli Zhang FernCarla E. BrodleyPublished in: ICML (2003)
Keyphrases
- data clustering
- random projections
- high dimensional
- dimensionality reduction
- low dimensional
- dimension reduction
- unsupervised learning
- high dimensionality
- cluster analysis
- clustering algorithm
- spectral clustering
- high dimensional data
- k means
- data points
- sparse representation
- random sampling
- original data
- clustering quality
- principal component analysis
- feature space
- image reconstruction
- document clustering
- data analysis
- manifold learning
- pattern recognition
- microarray
- singular value decomposition
- similarity search
- semi supervised learning
- multi dimensional
- feature extraction
- neural network