Dimension Reduction Using Clustering Algorithm and Rough Set Theory.
Shampa SenguptaAsit Kumar DasPublished in: SEMCCO (2012)
Keyphrases
- dimension reduction
- rough set theory
- clustering algorithm
- rough sets
- cluster analysis
- data reduction
- principal component analysis
- decision table
- feature extraction
- high dimensional
- decision rules
- data analysis
- low dimensional
- knowledge discovery
- attribute reduction
- high dimensional data
- knowledge reduction
- linear discriminant analysis
- feature space
- singular value decomposition
- rule extraction
- tool for data mining
- fuzzy sets
- dimensionality reduction
- feature selection
- high dimensionality
- information entropy
- clustering method
- k means
- rough sets theory
- discernibility matrix
- equivalence relation
- data mining
- information retrieval
- unsupervised learning
- databases
- data sets
- machine learning
- genetic algorithm
- computer vision
- decision making
- reinforcement learning
- association rules
- neural network