A new data pre-processing approach for the dendritic cellalgorithm based on fuzzy rough set theory.
Zeineb ChellyZied ElouediPublished in: GECCO (Companion) (2013)
Keyphrases
- rough set theory
- data pre processing
- data analysis
- fuzzy set theory
- rough sets
- rough fuzzy
- fuzzy sets
- knowledge reduction
- data mining
- rule extraction
- attribute reduction
- preprocessing
- decision table
- knowledge discovery
- equivalence relation
- decision rules
- concept lattice
- fuzzy logic
- approximation spaces
- data preparation
- pattern extraction
- data mining process
- rule induction
- feature selection
- rule sets
- fuzzy rough sets
- dominance relation
- upper approximation
- dimension reduction
- decision tree algorithm
- fuzzy rules
- machine learning
- neural network
- pattern recognition
- dimensionality reduction
- genetic algorithm
- data reduction