Reasoning with unknown, not-applicable and irrelevant meta-values in concept learning and pattern discovery.
Ryszard S. MichalskiJanusz WojtusiakPublished in: J. Intell. Inf. Syst. (2012)
Keyphrases
- concept learning
- pattern discovery
- pattern mining
- data analysis
- recursive partitioning
- association rule mining
- inductive logic programming
- interesting patterns
- discovering patterns
- data mining
- recurring patterns
- constructive induction
- sequential patterns
- structural constraints
- temporal patterns
- rule discovery
- subgroup discovery
- knowledge discovery
- frequently occurring
- inductive learning
- knowledge base
- pattern extraction
- temporal data mining
- data sets
- databases
- learning algorithm
- high level
- background knowledge
- motif discovery
- natural language
- co occurrence
- natural language processing
- knn
- knowledge representation