Enhancement of Mahalanobis-Taguchi System via Rough Sets based Feature Selection.
Ashif Sikandar IquebalAvishek PalDarek CeglarekManoj Kumar TiwariPublished in: Expert Syst. Appl. (2014)
Keyphrases
- rough sets
- feature selection
- feature reduction
- rough set theory
- fuzzy sets
- text categorization
- granular computing
- rough sets theory
- attribute reduction
- image processing
- data mining
- decision rules
- rule extraction
- rough set model
- data analysis
- pattern recognition
- inductive machine learning
- decision table
- soft computing
- classification accuracy
- distance function
- feature subset
- dimensionality reduction
- feature space
- feature set
- information entropy
- machine learning
- rule induction
- continuous valued attributes
- approximation spaces
- dominance relation
- fuzzy logic
- set pair analysis
- tool for data mining
- lower and upper approximations
- neural network
- equivalence relation
- knowledge base
- decision trees
- feature selection algorithms
- feature extraction