An incremental dependency calculation technique for feature selection using rough sets.
Muhammad Summair RazaUsman QamarPublished in: Inf. Sci. (2016)
Keyphrases
- rough sets
- feature selection
- rough set theory
- feature reduction
- variable precision rough sets
- granular computing
- decision rules
- feature set
- data mining
- inductive machine learning
- rough set model
- fuzzy sets
- text categorization
- knowledge reduction
- attribute reduction
- rule induction
- rough sets theory
- data analysis
- tool for data mining
- feature extraction
- decision table
- feature space
- classification accuracy
- soft computing
- pattern recognition
- set pair analysis
- rule extraction
- continuous valued attributes
- data sets
- computer vision
- artificial intelligence
- information entropy
- approximation spaces
- machine learning
- rough fuzzy
- rough approximations
- fuzzy logic
- fuzzy rough sets
- information processing
- attribute values
- feature ranking
- decision making
- feature selection algorithms