Fast fixed granular-ball for attribute reduction in label noise environments and its application in medical diagnosis.
Xiaoli PengPing WangYabin ShaoYuanlin GongJie QianPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- medical diagnosis
- attribute reduction
- rough sets
- rough set theory
- label noise
- granular computing
- decision table
- fuzzy rough sets
- medical images
- information entropy
- active learning
- decision rules
- concept lattice
- discernibility matrix
- parallel particle swarm optimization
- pattern recognition
- fuzzy sets
- expert systems
- data mining
- real world
- data reduction
- decision trees
- noisy data
- feature extraction
- data sets