A Novel Spark-Based Attribute Reduction and Neighborhood Classification for Rough Evidence.
Weiping DingYing SunMing LiJun LiuHengrong JuJiashuang HuangChin-Teng LinPublished in: IEEE Trans. Cybern. (2024)
Keyphrases
- attribute reduction
- rough sets
- soft set
- rough set theory
- rough fuzzy
- decision rules
- variable precision rough set model
- pattern recognition
- rule extraction
- feature extraction
- support vector machine
- classification algorithm
- decision trees
- rough sets theory
- discernibility matrix
- feature selection
- classification accuracy
- class labels
- attribute reduction algorithm
- computer vision
- decision table
- data reduction
- data mining
- fuzzy rough sets
- expert systems
- preprocessing
- rough set model
- parallel particle swarm optimization
- intuitionistic fuzzy
- rule induction
- nearest neighbor
- training set
- support vector
- machine learning