Feature subset selection approach based on fuzzy rough set for high-dimensional data.
Changyou GuoXuefeng ZhengPublished in: GrC (2014)
Keyphrases
- high dimensional data
- feature subset selection
- fuzzy rough sets
- rough sets
- dimensionality reduction
- high dimensional
- low dimensional
- high dimensionality
- nearest neighbor
- subspace clustering
- data analysis
- feature selection
- attribute reduction
- data sets
- fuzzy sets
- data points
- feature subset
- selection algorithm
- rough approximations
- similarity search
- rough set theory
- sparse representation
- clustering high dimensional data
- selected features
- fuzzy relations
- input data
- data mining
- decision table
- computational intelligence
- active learning
- search algorithm
- real world