Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System.
Qinghua ZhangChengying WuShuyin XiaFan ZhaoMan GaoYunlong ChengGuoyin WangPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- incremental learning
- rough sets
- decision rules
- granular computing
- rough set theory
- condition attributes
- fuzzy sets
- pattern recognition
- incremental learning algorithm
- rough sets theory
- rule extraction
- attribute reduction
- data mining
- supervised learning
- rule induction
- data analysis
- rough fuzzy
- decision table
- semi supervised
- rough set model
- soft computing
- learning process
- artificial intelligence
- fuzzy logic
- computational intelligence
- decision making
- information granules
- fuzzy artmap
- fuzzy rough sets
- continuous valued attributes
- knowledge reduction
- approximation spaces
- feature extraction
- learning algorithm