Hydrological Time Series Motif Association Rule Mining Based on Three-Step Pruning and Constraints.
Yuelong ZhuZhixin TengYirui WuJun FengPublished in: SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Keyphrases
- association rule mining
- association rules
- data mining
- pattern discovery
- mining algorithm
- motif discovery
- minimum support and minimum confidence
- data mining techniques
- itemsets
- frequent itemsets
- association mining
- knowledge discovery
- mining association rules
- discovered association rules
- association rule mining algorithms
- association rule discovery
- association rule mining algorithm
- candidate generation
- rule mining
- interestingness measures
- temporal association rules
- classification rule mining
- associative classification
- pruning strategy
- frequent itemset mining
- multivariate time series
- interesting patterns
- database
- interesting rules
- pattern extraction
- constraint programming
- algorithms for mining association rules
- weighted association rule mining
- positive and negative association rules
- rule discovery
- constrained optimization
- data streams
- data sets