Fuzzy partition based soft subspace clustering and its applications in high dimensional data.
Jun WangShitong WangFulai ChungZhaohong DengPublished in: Inf. Sci. (2013)
Keyphrases
- subspace clustering
- high dimensional data
- dimensionality reduction
- low dimensional
- clustering high dimensional data
- high dimensional
- data sets
- nearest neighbor
- subspace clusters
- high dimensionality
- data analysis
- similarity search
- complex data
- dimension reduction
- data points
- fuzzy clustering
- dimensional data
- original data
- input space
- small sample size
- high dimensional feature spaces
- high dimensional spaces
- subspace projections
- subspace clustering algorithms
- lower dimensional
- manifold learning
- linear discriminant analysis
- machine learning
- text data
- discriminant analysis
- clustering method
- information extraction