An improved runner-root algorithm for solving feature selection problems based on rough sets and neighborhood rough sets.
Rehab Ali IbrahimMohamed Abd El AzizDiego OlivaSongfeng LuPublished in: Appl. Soft Comput. (2020)
Keyphrases
- rough sets
- rough set theory
- feature reduction
- rough set model
- information entropy
- fuzzy sets
- decision rules
- decision table
- attribute reduction
- attribute set
- rough sets theory
- feature selection
- granular computing
- pattern recognition
- knowledge reduction
- data mining
- tool for data mining
- concept lattice
- data analysis
- soft computing
- inductive machine learning
- dominance relation
- continuous valued attributes
- rough approximations
- fuzzy logic
- preprocessing
- uncertainty handling
- rule induction
- classification algorithm
- tree structure
- computer vision
- learning algorithm