An effective discretization method for disposing high-dimensional data.
Yu SangHeng QiKeqiu LiYingwei JinDeqin YanShusheng GaoPublished in: Inf. Sci. (2014)
Keyphrases
- high dimensional data
- high dimensional
- dimensionality reduction
- low dimensional
- subspace clustering
- discretization method
- nearest neighbor
- high dimensionality
- data analysis
- data sets
- dimension reduction
- data points
- clustering high dimensional data
- input space
- similarity search
- image processing
- genetic algorithm
- text mining
- class labels
- input image
- preprocessing
- variable selection
- preprocessing step
- feature selection
- regression problems
- computer vision