A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data.
Jürgen PaetzRüdiger W. BrausePublished in: ISMDA (2001)
Keyphrases
- septic shock
- rule generation
- frequent patterns
- tree structure
- association rules
- frequent pattern tree
- frequent pattern mining
- fp tree
- patient data
- frequent itemsets
- itemsets
- mining frequent patterns
- pattern mining
- rough set theory
- sequential patterns
- rule sets
- rule base
- data structure
- mining frequent
- association rule mining
- decision table
- categorical data
- attribute values
- data mining
- pattern growth
- closed frequent
- clinical data
- rough sets
- knowledge discovery
- databases
- regression trees
- classification rules
- data mining techniques
- intensive care
- information systems
- data sets