Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming.
Wenbin PeiBing XueLin ShangMengjie ZhangPublished in: IEEE Trans. Evol. Comput. (2023)
Keyphrases
- high dimensional data
- rough sets
- genetic programming
- data analysis
- rough set theory
- dimensionality reduction
- low dimensional
- subspace clustering
- high dimensionality
- nearest neighbor
- high dimensional
- similarity search
- decision rules
- data points
- attribute reduction
- rough sets theory
- data sets
- pattern recognition
- missing values
- information entropy
- data mining
- evolutionary algorithm
- linear discriminant analysis
- set pair analysis
- manifold learning
- data distribution
- genetic algorithm
- clustering high dimensional data
- tool for data mining
- classification rules
- input data
- decision table
- feature extraction
- approximation spaces
- machine learning
- continuous valued attributes
- support vector machine
- knowledge discovery
- fuzzy logic
- concept lattice
- fuzzy rough sets