Supporting Discovery in Medicine by Association Rule Mining in Medline and UMLS.
Dimitar HristovskiJanez StareBorut PeterlinSaso DzeroskiPublished in: MedInfo (2001)
Keyphrases
- association rule mining
- medical domain
- data mining
- pattern discovery
- knowledge discovery
- association rules
- text mining
- biomedical literature
- data mining techniques
- national library of medicine
- association mining
- condensed representations
- frequent itemsets
- rule discovery
- rule mining
- associative classification
- discovered association rules
- association rule discovery
- medical knowledge
- mining association rules
- interesting patterns
- mining algorithm
- itemsets
- frequent itemset mining
- association rule mining algorithm
- frequent subtree mining
- interestingness measures
- interesting rules
- positive and negative association rules
- algorithms for mining association rules
- minimum support
- clinical practice
- subgroup discovery
- information extraction
- data streams