Multi-granulation Strategy via Feature Subset Extraction by Using a Genetic Algorithm and a Rough Sets-Based Measure of Dependence.
Ariam RivasRicardo NavarroChyon Hae KimRafael BelloPublished in: CIARP (2018)
Keyphrases
- rough sets
- feature subset
- genetic algorithm
- feature subset selection
- genetic algorithm ga
- selection algorithm
- rough set theory
- granular computing
- feature selection
- fuzzy logic
- decision rules
- attribute set
- fuzzy sets
- classification accuracy
- soft computing
- rough sets theory
- data mining
- fitness function
- attribute reduction
- pattern recognition
- optimization method
- feature space
- feature selection algorithms
- feature set
- fuzzy rough sets
- dominance relation
- fuzzy measures
- continuous valued attributes
- rough fuzzy
- similarity measure
- metaheuristic
- selected features
- decision table
- data analysis
- simulated annealing
- approximate reasoning
- artificial intelligence
- information granulation
- evolutionary algorithm
- data sets
- multi objective