Random sampling accelerator for attribute reduction.
Zhen ChenKeyu LiuXibei YangHamido FujitaPublished in: Int. J. Approx. Reason. (2022)
Keyphrases
- random sampling
- attribute reduction
- rough sets
- rough set theory
- decision table
- active learning
- sampling algorithm
- concept lattice
- sample size
- discernibility matrix
- parallel particle swarm optimization
- sliding window
- hyperparameters
- information entropy
- variable precision rough set model
- random sample
- decision rules
- data reduction
- random samples
- neural network
- upper bound
- machine learning
- data compression
- knowledge discovery
- training data