Why concept lattices are large: extremal theory for generators, concepts, and VC-dimension.
Alexandre AlbanoBogdan ChornomazPublished in: Int. J. Gen. Syst. (2017)
Keyphrases
- concept lattice
- vc dimension
- formal concept analysis
- statistical learning theory
- formal concepts
- upper bound
- concept classes
- sample complexity
- sample size
- inductive inference
- association rule mining
- rough sets
- lower bound
- worst case
- classification rules
- knowledge discovery
- generalization bounds
- association rules
- data sets
- rough set theory
- fuzzy logic
- data streams
- support vector
- multiscale
- data mining