Prototype Selection with Compact Sets and Extended Rough Sets.
Yenny Villuendas-ReyYailé Caballero MotaMaría Matilde García LorenzoPublished in: IBERAMIA (2012)
Keyphrases
- rough sets
- prototype selection
- rough set theory
- selection algorithm
- nearest neighbor classifier
- decision rules
- rough sets theory
- fuzzy sets
- upper approximation
- granular computing
- data mining
- approximation spaces
- nearest neighbor
- attribute reduction
- nearest neighbor classification
- upper and lower approximations
- data analysis
- soft computing
- rough set model
- pattern recognition
- feature selection
- machine learning
- optimization algorithm
- set theoretic
- fuzzy logic
- learning algorithm