CD-TDS: Change detection in transactional data streams for frequent pattern mining.
Yun Sing KohPublished in: IJCNN (2016)
Keyphrases
- change detection
- frequent pattern mining
- data streams
- itemsets
- frequent itemsets
- frequent patterns
- pattern mining
- huge number
- mining frequent itemsets
- sliding window
- remote sensing images
- mining frequent patterns
- concept drift
- streaming data
- pattern growth
- satellite images
- remote sensing imagery
- remotely sensed images
- data stream mining
- frequent pattern discovery
- frequent pattern mining algorithms
- frequent itemset mining
- minimum support
- mining algorithm
- mining association rules
- association rule mining
- itemset mining
- candidate generation
- land cover
- temporal pattern mining
- stream mining
- man made structures
- fp tree
- satellite imagery
- data sets
- frequent item sets
- stream data
- database
- database systems
- real world
- uncertain data
- sequential patterns
- data mining algorithms
- shot change detection
- high dimensional data streams