Ensemble-Based Neighborhood Attribute Reduction: A Multigranularity View.
Yuan GaoXiangjian ChenXibei YangPingxin WangJusheng MiPublished in: Complex. (2019)
Keyphrases
- attribute reduction
- rough set theory
- rough sets
- decision table
- knowledge reduction
- variable precision rough set model
- concept lattice
- parallel particle swarm optimization
- rough set model
- discernibility matrix
- neural network
- fuzzy rough sets
- formal contexts
- information entropy
- decision rules
- ensemble learning
- random forest
- data reduction
- feature selection
- rough sets theory
- ensemble methods
- attribute reduction algorithm
- decision trees
- pattern recognition
- training set
- base classifiers
- data analysis
- dimensionality reduction
- databases