Feature selection based on the rough set theory and dispersed system with dynamically generated disjoint clusters.
Malgorzata Przybyla-KasperekPublished in: INISTA (2017)
Keyphrases
- rough set theory
- dynamically generated
- feature selection
- disjoint clusters
- rough sets
- website
- decision rules
- web pages
- attribute reduction
- text categorization
- deep web
- decision table
- knowledge discovery
- data reduction
- data analysis
- feature extraction
- web documents
- high dimensionality
- feature set
- feature selection algorithms
- support vector
- dimension reduction
- classification accuracy
- information entropy
- equivalence relation
- feature subset
- concept lattice
- text classification
- fuzzy sets
- support vector machine
- feature space
- machine learning
- neural network
- model selection
- database
- pairwise
- support vectors
- face recognition
- image processing
- attribute set
- databases