Knowledge Discovery Using Concept-Class Taxonomies.
Venkateswarlu KolluriFoster J. ProvostBruce G. BuchananDouglas MetzlerPublished in: Australian Conference on Artificial Intelligence (2004)
Keyphrases
- concept class
- knowledge discovery
- concept classes
- learning theory
- membership queries
- upper bound
- vc dimension
- query complexity
- dnf formulas
- pac learning
- vapnik chervonenkis dimension
- concept learning
- lower bound
- half spaces
- databases
- uniform distribution
- association rules
- target concept
- exact learning
- sample complexity
- data analysis
- data mining
- sample size
- decision lists
- efficient learning
- machine learning
- learning algorithm