Supervised Neighborhood Based Ensemble Attribute Reduction.
Jingjing SongZehua JiangHuili DouEric C. C. TsangPublished in: ICMLC (2020)
Keyphrases
- attribute reduction
- rough sets
- rough set theory
- decision table
- learning algorithm
- knowledge reduction
- variable precision rough set model
- rough set model
- concept lattice
- ensemble methods
- decision rules
- semi supervised
- supervised learning
- fuzzy rough sets
- feature selection
- attribute reduction algorithm
- data reduction
- parallel particle swarm optimization
- neural network
- formal contexts
- discernibility matrix
- soft set
- ensemble learning
- information entropy
- real world
- training data
- databases
- training set
- base classifiers
- rule induction
- machine learning
- random forest
- pattern recognition
- expert systems
- decision trees
- fuzzy sets
- rule sets