Sliding Window Approach for Effective Mining of Transitional Patterns.
Yo-Ping HuangThanduxolo Shannon ZwaneSiphamandla Musa DlaminiMbuso Gerald DlaminiPublished in: ICSSE (2015)
Keyphrases
- sliding window
- repeating patterns
- data streams
- closed frequent itemsets
- incremental mining
- window size
- streaming data
- data mining techniques
- pattern mining
- sequential patterns
- fixed size
- stream mining
- frequent patterns
- stream data
- interesting patterns
- sequential pattern mining
- emerging patterns
- concept drift
- variable size
- periodic patterns
- frequent item sets
- limited memory
- data mining
- pattern discovery
- space efficient
- association rules mining
- frequent pattern mining
- multi dimensional
- high speed data streams
- frequent closed itemsets
- closed patterns
- web logs
- mining algorithm