Deductive Data Mining: Uncertainty Measures for Banding the Search Space.
Lucian RussellPublished in: KRDB (1998)
Keyphrases
- data mining
- search space
- knowledge discovery
- data mining methods
- search algorithm
- global optimum
- risk measures
- data mining tasks
- rough sets
- cluster analysis
- probability measures
- data warehouse
- search strategy
- data mining algorithms
- reduce the search space
- real world
- uncertainty handling
- uncertain data
- web mining
- outlier detection
- machine learning
- decision support
- intrusion detection
- constraint satisfaction problems
- metaheuristic
- association rule mining
- sat solvers
- search procedure
- association rules
- explanation based learning
- design space
- fuzzy measures
- preprocessing
- prune the search space
- data analysis
- optimal solution
- deductive reasoning
- heuristic search