A fuzzy-based instance selection approach for data mining.
Peggy WrightJulia E. HodgesPublished in: FUZZ-IEEE (2000)
Keyphrases
- instance selection
- data mining
- data reduction
- feature and instance selection
- nearest neighbor
- fuzzy sets
- text classification
- multi class
- multiple instance learning
- knowledge discovery
- semi supervised learning
- supervised learning
- classification accuracy
- association rules
- fuzzy rules
- fuzzy logic
- evaluation criteria
- knowledge discovery and data mining
- text mining
- active learning
- data analysis
- rough sets
- data compression
- concept drift
- data warehouse
- machine learning
- principal component analysis
- feature selection