Mining Constrained Association Rules to Predict Heart Disease.
Carlos OrdonezEdward OmiecinskiLevien de BraalCesar A. SantanaNorberto F. EzquerraJosé A. TaboadaC. David CookeElizabeth KrawczynskaErnest V. GarciaPublished in: ICDM (2001)
Keyphrases
- association rules
- heart disease
- association rule mining
- mining algorithm
- mining association rules
- association rules mining
- knowledge discovery
- frequent itemsets
- association mining
- apriori algorithm
- itemsets
- data mining
- data mining techniques
- frequent patterns
- market basket data
- quantitative association rules
- interesting association rules
- weighted association rules
- medical diagnosis
- interesting patterns
- discovering association rules
- minimum support and minimum confidence
- rule mining
- fuzzy association rules
- interestingness measures
- positive and negative association rules
- frequent itemset mining
- association patterns
- market basket analysis
- pattern mining
- transaction data
- formal concept analysis
- rules discovered
- machine learning
- pattern discovery
- interesting rules
- discovered rules
- discovered knowledge
- classification rules
- nearest neighbor
- artificial intelligence
- information retrieval