Mining the frequency of time-constrained serial episodes over massive data sequences and streams.
Hui LiZhe LiSizhe PengJingjing LiChia Emmanuel TungomPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- massive data
- frequent episodes
- sequential patterns
- event sequences
- episode rules
- data mining applications
- massive datasets
- event streams
- temporal association rules
- transactional data
- stream mining
- mining algorithm
- sequential pattern mining
- frequent sequences
- multiple data streams
- pattern mining
- data streams
- sequential data
- knowledge discovery
- big data
- temporal sequences
- complex event processing
- temporal patterns
- event types
- continuous data streams
- pattern discovery
- data mining algorithms
- association rule mining
- decision making
- data mining
- databases
- sliding window
- data integration
- text mining
- hidden markov models
- high dimensional
- preprocessing