DBSC: A Dependency-Based Subspace Clustering Algorithm for High Dimensional Numerical Datasets.
Xufei WangChunping LiPublished in: Australian Conference on Artificial Intelligence (2007)
Keyphrases
- high dimensional
- clustering algorithm
- subspace clustering
- low dimensional
- high dimensional datasets
- high dimensional data
- subspace clusters
- dimensionality reduction
- feature space
- categorical attributes
- clustering approaches
- text data
- similarity search
- dimensional data
- high dimensionality
- lower dimensional
- database
- data sets
- parameter space
- metric space
- low dimensional spaces
- clustering analysis
- subspace learning
- clustering high dimensional data
- dimension reduction
- data clustering
- benchmark datasets
- data points
- feature extraction
- noisy data
- numerical methods
- linear subspace
- microarray data
- sensitivity analysis
- clustering method
- training samples
- nearest neighbor