An Approach to Solve Classification Problems on Domains with Hubness Using Rough Sets and Nearest Prototype.
Yanela Rodríguez AlvarezYailé Caballero MotaRafael Bello PérezYaima Filiberto CabreraYumilka B. Fernandez HernandezMabel Frias DominguezPublished in: MICAI (Special Session) (2017)
Keyphrases
- rough sets
- rough set theory
- fuzzy sets
- information entropy
- rough sets theory
- granular computing
- decision rules
- attribute reduction
- inductive machine learning
- data mining
- pattern recognition
- rule induction
- nearest neighbor
- soft computing
- knowledge reduction
- tool for data mining
- continuous valued attributes
- rough fuzzy
- data analysis
- approximation spaces
- fuzzy rough sets
- rough approximations
- attribute set
- fuzzy logic
- data points
- neural network
- set pair analysis
- rough set model
- dominance relation
- information processing
- data mining techniques
- genetic algorithm
- real world